Publications

Books

N. Saldi, T. Linder, and S. Yüksel, Finite Approximations in Stochastic Control: Quantized Models and Asymptotic Optimality , Systems & Control: Foundations and Applications Series, Birkhäauser, Cham, 2018.

Journal Papers

S. Hill, F. Alajaji, and T. Linder, " Communication complexity of exact sampling under Rényi information ," IEEE Trans. Inform. Theory , vol. 72, no. 6, pp. 3525-3538, Jun. 2026. PDF
A. Omanwar, F. Alajaji, and T. Linder, " Bounds on the excess minimum risk via generalized information divergence measures ,'' Entropy , https://doi.org/10.3390/e27070727 , vol. 27, no. 7, pp. 727-752, 2025. PDF
P. Rezaienia, B. Gharesifard, and T. Linder, " Distributed optimization with uncertain communications ," IEEE Trans. Automatic Control , vol. 70, no. 4, pp. 2746-2753, Apr. 2025. PDF
L. Györfi, T. Linder, and H. Walk, " Distribution-free tests for lossless feature selection in classification and regression ," TEST (2024) , https://doi.org/10.3390/e25101394 PDF
L. Cregg, T. Linder, and S.Yüksel, " Zero-delay lossy coding of linear vector Markov sources: Optimality of stationary codes and near optimality of finite memory codes ," IEEE Trans. Inform. Theory , vol. 70, no. 11, pp. 8399-8413, Oct. 2024. PDF
L. Györfi, T. Linder, and H. Walk, " Lossless transformations and excess risk bounds in statistical inference ," Entropy , https://doi.org/10.3390/e25101394 , 2023, 25, 1394. PDF
J. Keeler, T. Linder, and S.Yüksel, " An asymptotically optimal two-part fixed-rate coding scheme for networked control with unbounded noise ," IEEE Trans. Inform. Theory , vol. 69, no. 10, pp. 6765-6786, Oct. 2023. PDF
F.C. Thierrin, F. Alajaji, and T. Linder, " Rényi cross-entropy measures for common distributions and proceses with memory ," Entropy , https://doi.org/10.3390/e24101417 , 2022, 24, 1417. PDF
M. Ghomi, T. Linder, and S.Yüksel, " Zero-delay lossy coding of linear vector Markov sources: Optimality of stationary codes and near optimality of finite memory codes ," IEEE Trans. Inform. Theory , vol. 68, no. 5, pp. 3474-3488, May 2022. PDF
M. Akbari, B. Gharesifard, and T. Linder " Logarithmic regret in online linear quadratic control using Riccati updates ," Mathematics of Control, Signals, and Systems , https: //doi.org/10.1007/s00498-022-00323-4 , Apr. 2022. PDF
E. Kazikli, S. Saristas, S. Gezici, T. Linder, S. Yüksel, " Signaling games for log-concave distributions: Number of bins and properties of equilibria ," IEEE Trans. Inform. Theory , vol. 68, no. 3, pp. 1731-1757, Mar. 2022. PDF
M. Akbari, B. Gharesifard, and T. Linder, " On the lack of monotonicity of Newton-Hewer updates for Riccati equations ," Automatica , vol. 132, pp. 109788, Oct 2021. PDF
J. Weng, F. Alajaji, and T. Linder, Two-way source-channel coding ," IEEE Trans. Inform. Theory , vol. 67, no. 10, pp. 6507-6524, Oct. 2021. PDF
P. Rezaienia, B. Gharesifard, T. Linder, and B. Touri, " Push-sum on random graphs: almost sure convergence and convergence rate ," IEEE Trans. Automatic Control , vol. 65, no. 3, pp. 1295-1302, Mar. 2020. PDF
N. Saldi, S. Yüksel, and T. Linder, " Finite model approximations for partially observed Markov decision processes with discounted cost ," IEEE Trans. Automatic Control , vol. 65, no. 1, pp. 130-142, Jan. 2020. PDF
J. Weng, L. Song, F. Alajaji, and T. Linder, " Capacity of two-way channels with symmetry properies ," IEEE Trans. Inform. Theory , vol. 65, no. 10, pp. 6290-6313, Oct. 2019. PDF
M. Akbari, B. Gharesifard, and T. Linder, Individual regret bounds for the distributed online alternating direction method of multipliers ," IEEE Trans. Automatic Control , vol. 64, no. 4, pp. 1746-1752, Apr. 2019. PDF
S. Asoodeh, M. Diaz, F. Alajaji, and T. Linder, " Estimation efficiency under privacy constraints ," IEEE Trans. Inform. Theory , vol. 65, no. 3, 1512-1534, Mar. 2019. PDF
L. Song, F. Alajaji and T. Linder, " Capacity of burst noise-erasure channels with and without feedback and input cost ," IEEE Trans. Inform. Theory , vol. 65, no. 1, pp. 276-291, Jan. 2019. PDF
M. Akbari, B. Gharesifard, and T. Linder, " Distributed online convex optimization on time-varying directed graphs ," IEEE Trans. on Control of Network Systems , vol. 4, no. 3, pp. 417-428, Sep. 2017. PDF
R. Wood, T. Linder, and S. Yüksel, " Optimal zero delay coding of Markov sources: Stationary and finite memory codes ," IEEE Trans. Inform. Theory , vol. 63, no. 9, pp. 5968-5980, Sep. 2017. PDF
N. Saldi, S. Yüksel, and T. Linder, " On the asymptotic optimality of finite approximations to Markov decision processes with Borel spaces ," Mathematics of Operations Research , vol. 42, no. 4, pp. 945-978, 2017. PDF
N. Saldi, S. Yüksel, and T. Linder " Finite model approximations and asymptotic optimality of quantized policies in decentralized stochastic control ," IEEE Trans. Automatic Control , , vol. 62, no. 5, pp. 2360-2373, May 2017. PDF
S. Behesti, F. Alajaji, and T. Linder," Optimal joint decoding of correlated data over orthogonal multiple access channels with memory ," IEEE Trans. on Vehicular Technology , vol. 66, no. 1, pp. 79-94, Jan. 2017. PDF
S. Asoodeh, M. Diaz, F. Alajaji, and T. Linder, " Information extraction under privacy constraints ," Information , 7(1), 15, doi:10.3390/info7010015, Mar. 2016. PDF
N. Saldi, S. Yüksel, and T. Linder, " Near optimality of quantized policies in stochastic control under weak continuity conditions ," Journal of Mathematical Analysis and Applications , vol. 435(1), pp. 321--337, Mar. 2016. PDF
R, Zurkowski, S. Yüksel, and .T. Linder, " On rates of convergence for Markov chains under random time state dependent drift criteria " IEEE Trans. Automatic Control , vol. 6, no. 1, pp. 145-155, Jan. 2016. PDF
T. P. Mitchel, F. Alajaji, and T. Linder, " Binary signaling of correlated sources over orthogonal multiple access channels ," IEEE Wireless Communications Letters , vol. 4, no. 4, pp. 501-504, Oct. 2015. PDF
N. Saldi, T. Linder, and S. Yüksel, " Output constrained lossy source coding with limited common randomness ," IEEE Trans. Inform. Theory , vol. 61, no. 9, pp. 4984-4998, Sep. 2015. PDF
N. Saldi, T. Linder, and S. Yüksel, " Asymptotic optimality and rates of convergence of quantized stationary policies in stochastic control ," IEEE Trans. Automatic Control , , vol. 60, no. 2, pp. 553--558, Feb. 2015. PDF
N. Saldi, T. Linder, and S. Yüksel, " Randomized quantization and source coding with constrained output distribution ," IEEE Trans. Inform. Theory , vol. 61, no. 1, pp. 91-106, Jan. 2015. PDF
T. Linder and S. Yüksel, " On optimal zero-delay coding of vector Markov sources ," IEEE Trans. Inform. Theory , vol. 60, no. 10, pp. 5975-5991, Oct. 2014. PDF
M. Gill, F. Alajaji, and T. Linder, " Rényi divergence measures for commonly used univariate continuous distributions ," Information Sciences , vol. 249, pp. 124-131, Nov. 2013. PDF
Y. A. Ghassabeh, T. Linder, and G. Takahara " On some convergence properties of the subspace constrained mean shift ," Pattern Recognition , vol. 46, no. 11, pp. 3140-3147, Nov. 2013. PDF
S. Shahidi, F. Alajaji, and T. Linder," MAP detection and robust lossy coding over soft-decision correlated fading channels ," IEEE Trans. on Vehicular Technology , vol. 62, no. 7, pp. 3175-3187, Sep. 2013. PDF
A. György, T. Linder, and G. Lugosi, " Efficient tracking of large classes of experts ," IEEE Trans. Inform. Theory , vol. 58, no. 11, pp. 6709-6725, Nov. 2012. PDF
W. Kreitmeier and T. Linder, " Entropy density and mismatch in high-rate scalar scalar quantization with Rényi entropy constraint " IEEE Trans. Inform. Theory , vol. 58, no. 7, pp. 4105-4116, Jul. 2012. PDF
S. Yüksel and T. Linder, " Optimization and convergence of observation channels in stochastic control ," SIAM J. on Control and Optimization , vol. 50, no. 2, pp. 864-887, 2012, PDF
H. Behroozi, F. Alajaji, and T. Linder, " On the performance of hybrid digital-analog coding for broadcasting correlated Gaussian sources, ," IEEE Trans. on Communications , vol. 59, no. 12, pp. 3335 - 3342, Dec. 2011. PDF
W. Kreitmeier and T. Linder, " High-resolution scalar quantization with Rényi entropy constraint " IEEE Trans. Inform. Theory , vol. 57, no. 10, pp. 6837-6859, Oct. 2011. PDF
M. Z. Mao, R. M. Gray, and T. Linder, " Rate-constrained simulation and source coding i.i.d. sources " IEEE Trans. Inform. Theory , vol. 57, no. 7, pp. 4516-4529, Jul. 2011. PDF
H. Behroozi, F. Alajaji, and T. Linder, `` On the optimal performance in asymmetric Gaussian wireless sensor networks with fading ,'' IEEE Trans. Signal Processing , vol. 58, no. 4, pp. 2436--2441, Apr. 2010. PDF
Y. Zhong, F. Alajaji, and T. Linder, `` Random-coding lower bounds for the error exponent of joint quantization and watermarking systems ,'' IEEE Trans. Inform. Theory , vol. 55, no. 7, pp. 3264--3284, July 2009. PDF
Y. Wang, F. Alajaji,, and T. Linder, " Hybrid digital-analog coding for memoryless source-channel pairs with applications to image communication ," IEEE Trans. on Communications , vol. 57, no. 4, pp. 997-1012, Apr. 2009. PDF
F. Behnamfar, F. Alajaji, and T. Linder, " MAP decoding for multi-antenna systems with non-uniform sources: Exact pairwise error probability and applications ," IEEE Trans. on Communications , vol. 57, no. 1, pp. 242--254, Jan. 2009. PDF
H. E. Saffar, F. Alajaji, and T. Linder, " COVQ for MAP hard-decision demodulated channel ," IEEE Communications Letters , vol. 13, no. 1, pp. 28-30, Jan. 2009. PDF
S. Moradi, T. Linder, and S. Gazor, " Multiple description coding by successive quantization ," Canadian Journal of Electrical and Computer Engineering , vol. 33, no. 3/4, pp. 133-138, Dec. 2008. PDF
R. M. Gray, T. Linder, and J. T. Gill, `` Lagrangian vector quantization with combined entropy and codebook size constraints ,'' IEEE Trans. Inform. Theory , vol. 54, no. 5 pp. 22209-2242, May 2008. PDF
A. György, T. Linder, and G. Lugosi, " Tracking the best quantizer ,'' IEEE Trans. Inform. Theory , vol. 54, no. 4 pp. 16049-1625, Apr. 2008. PDF
A. György, T. Linder, G. Lugosi, and Gy. Ottucsak, " The on-line shortest path problem under partial monitoring ," Journal of Machine Learning Research , vol. 8, pp. 2369--2403, Oct. 2007. PDF
F. Behnamfar, F. Alajaji, and T. Linder, " An efficient algorithmic lower bound for the error rate of linear block codes ,'' IEEE Trans. Communications , vol. 55, no. 6, pp. 1093-1098, Jun. 2007. PDF
D. A. Nagy , A. György, and T. Linder, " Symbol-based modeling and coding of block Markov sources " IEEE Trans. Inform. Theory , vol. 52, no. 12, pp. 5570-5578, Dec. 2006 PDF
F. Behnamfar, F. Alajaji, and T. Linder, " Channel-optimized quantization with soft-decision demodulation for space-time orthogonal block-coded channels ," IEEE Trans. Signal Processing , vol. 54, no. 10, pp. 3935-3946, Oct. 2006. PDF
T. Linder and R. Zamir, " Causal coding of stationary sources and individual sequences with high resolution ," IEEE Trans. Inform. Theory vol. 52, no. 2, pp 662-680, Feb. 2006. PDF .
F. Behnamfar, F. Alajaji, and T. Linder, " Tight error bounds for space-time orthogonal block codes under slow Rayleigh flat fading ," IEEE Trans. Communications , vol. 53, no. 6, pp. 952-956, Jun. 2005. PDF
Z. Raza, F. Alajaji, and T. Linder, " Design of sample adaptive product quantizers for noisy channels ," IEEE Trans. on Communications , vol. 53, no. 4, pp. 576--580, Apr. 2005. PDF
F. Behnamfar, F. Alajaji, and T. Linder, " Image transmission over the Polya channel via channel-optimized quantization ," IEEE Trans. Signal Processing , pp. 728--733, vol. 35, no. 2, Feb. 2005. PDF
A. György, T. Linder, and G. Lugosi, " Efficient adaptive algorithms and minimax bounds for zero-delay lossy source coding ," IEEE Transactions on Signal Processing , vol. 52, pp. 2337-2347, August 2004. PDF
A. György, T. Linder, P. A. Chou, and B. J. Betts " Do optimal entropy-constrained quantizers have a finite or infinite number of codewords? " IEEE Trans. Inform. Theory vol. 49, no. 11, pp 3031-3037, Nov. 2003. PDF .
A. György and T. Linder, " Codecell convexity in optimal entropy-constrained vector quantization ," IEEE Trans. Inform. Theory vol. 49, no. 7, pp. 1821-1828, July 2003. PDF .
R. M. Gray and T. Linder, " Mismatch in high rate entropy constrained vector quantization ," IEEE Trans. Inform. Theory vol. 49, no. 5, pp. 1204-1217, May 2003. PDF .
T. Linder, " Lagrangian empirical design of variable-rate vector quantizers: consistency and convergence rates ," IEEE Trans. on Information Theory vol. 48, no. 11, pp. 2998-3003, Nov. 2002. PDF .
A. Antos, B. Kégl, T. Linder and G. Lugosi, " Data-dependent margin-based generalization bounds for classification ," Journal of Machine Learning Research, vol. 3, pp. 73-98, 2002. PDF .
R. M. Gray, T. Linder, and J. Li, " A Lagrangian formulation of Zador's entropy-constrained quantization theorem ," IEEE Trans. Inform. Theory vol. 48, no. 3, pp. 695-707, March 2002. PDF .
A. György and T. Linder, " On the structure of optimal entropy-constrained scalar quantizers ," IEEE Trans. on Information Theory vol. 48, no. 2, pp. 416-427, Feb. 2002. PDF .
T. Linder and G. Lugosi, " A zero-delay sequential scheme for losssy coding of individual sequences ," IEEE Trans. on Information Theory , vol. 47, no. 6, pp. 2533-2538, Sep. 2001. PDF
A. György and T. Linder, " Optimal entropy-constrained scalar quantization of a uniform source ," IEEE Trans. on Information Theory, vol. 46, no. 7, pp. 2704-2711, Nov. 2000. PDF .
T. Linder, R. Zamir, and K. Zeger, " On source coding with side information dependent distortion measures ," IEEE Trans. on Information Theory, vol. 46, no. 7, pp. 2697--2704, Nov. 2000. PDF .
T. Linder, " On the training distortion of vector quantizers ," IEEE Trans. on Information Theory, vol. 46, no. 4, pp. 1617-1623, July 2000. PDF
B. Kégl, A. Krzyzak, T. Linder, and K. Zeger, " Learning and design of principal curves ," IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 22, no. 3, pp. 281-297, March 2000. PDF
A. György, T. Linder, and K. Zeger, " On the rate-distortion function of random vectors and stationary sources with mixed distributions ," IEEE Trans. on Information Theory , vol. 45, no. 6, pp. 2110-2115, Sept. 1999. PDF
T. Linder and R. Zamir, " High-resolution source coding for non-difference distortion measures: the rate distortion function ," IEEE Trans. on Information Theory , vol. 45, no. 2, pp. 533-547, March 1999. PDF
T. Linder, R. Zamir, and K. Zeger, " High-resolution source coding for non-difference distortion measures: multidimensional companding ," IEEE Trans. on Information Theory , vol. 45, no. 2, pp. 548-561, March 1999. PDF
P. Bartlett, T. Linder, and G. Lugosi, " The minimax distortion redundancy in empirical quantizer design ," IEEE Trans. on Information Theory , vol. 44, no. 5, pp. 1802-1813, Sep. 1998. PDF
A. Krzyzak and T. Linder, " Radial basis function networks and complexity regularization in function learning " IEEE Trans. on Neural Networks , vol. 9, no. 2, pp. 247-256, March 1998. PDF
T. Linder, V. Tarokh, K. Zeger, " Existence of optimal prefix codes for infinite source alphabets " IEEE Trans. on Information Theory , vol. 43, no. 6, pp. 2026-2028, Nov. 1997. PDF
T. Linder, G. Lugosi, and K. Zeger, " Empirical quantizer design in the presence of source noise or channel noise ," IEEE Trans. on Information Theory , vol. 43, no. 2, pp. 612--623, March 1997. PDF
A. Krzyzak, T. Linder, and G. Lugosi, " Nonparametric estimation and classification using radial basis function nets and empirical risk minimization ," IEEE Transactions on Neural Networks , vol. 7, no. 2, pp. 475-487, 1996. PDF
T. Linder and K. Zeger, " On the cost of finite block length in quantizing unbounded memoryless sources ," IEEE Trans. on Information Theory , vol. 42, no. 2, pp. 480-487, March 1996. PDF
T. Linder, G. Lugosi, and K. Zeger, " Fixed rate universal lossy source coding and rates of convergence for memoryless sources ," IEEE Trans. on Information Theory , vol. 41, no. 3, pp. 665-676, May 1995. PDF
T. Linder and R. Zamir, " On the asymptotic tightness of the Shannon lower bound ," IEEE Transactions on Information Theory , vol. 40, no. 6, pp. 2026--2031, Nov. 1994. PDF
T. Linder, G. Lugosi, and K. Zeger, " Rates of convergence in the source coding theorem, in empirical quantizer design, and in universal lossy source coding ," IEEE Trans. on Information Theory , vol. 40, no. 6, pp. 1728-1740, November 1994. PDF
T. Linder, G. Lugosi, and K. Zeger, " Recent trends in lossy source coding ," Journal on Communications (Hungary) , vol. XLV, pp. 16-22, March 1994. PDF
T. Linder and K. Zeger, " Asymptotic entropy constrained performance of tessellating and universal randomized lattice quantization ," IEEE Trans. on Information Theory , vol. 40, no. 2, pp. 575-579, March 1994. PDF
K. Zeger, A. Bist, and T. Linder, " Universal source coding with codebook transmission ," IEEE Trans. on Communications , vol. 42, no. 2, pp. 336-346, February 1994. PDF
T. Linder, C. Schlegel, and K. Zeger," Corrected proof of de Buda's theorem ," IEEE Trans. on Information Theory , vol. 39, no. 5, pp. 1735-1737, September 1993. PDF
A. Faragó, T. Linder, and G. Lugosi, " Fast nearest neighbor search in dissimilarity spaces " IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 18, no. 9, pp. 957-962, Sep. 1993. PDF
T. Linder, " On asymptotically optimal companding quantization ," Problems of Control and Information Theory pp. 383-393, vol. 20, no 6, 1991. Abstract
A. Faragó, T. Linder and G. Lugosi, " Nearest neighbor search and classification in O(1) time ," Problems of Control and Information Theory pp. 475-482, vol. 20. no 6, 1991. Abstract

Book Chapters

N. Saldi, S. Yüksel , and T. Linder: Finite Approximations to Markov Decision Processes with Borel Spaces in Modern Trends in Controlled Stochastic Processes: Theory and Applications, Volume II, A. B. Piunovskiy, editor, Luniver Press, Frome, UK 2015.
T. Linder: Learning-Theoretic Methods in Vector Quantization in L. Györfi (editor), Principles of Nonparametric Learning , pp. 163-210, Springer, Wien, New York, 2002. PDF

Technical Reports

Y. Zhong, Y. Wang, F. Alajaji, and T. Linder, `` Inner and outer bounds for the public information embedding capacity region under multiple access attacks ,'' Mathematics and Engineering Technical Report, Department of Mathematics and Statistics, Queen's University, Kingston, ON K7L 3N6, March 2010. PDF

Conferences

S. Hill, F. Alajaji, and T. Linder, Rejection sampling is optimal for relative entropy coding , IEEE Information Theory Workshop, ITW 2026 ,(Tempe, AZ, Nov. 2026).
S. Hill, F. Alajaji, and T. Linder, Exact channel simulation under exponential cost , 61st Allerton Conference on Communication, Control, and Computing , Urbana-Champaign, IL, USA, Sep. 2025.)
A. Omanwar, F. Alajaji and T. Linder, Bounding Excess Minimum Risk via Rényi's Divergence , International Symposium on Information Theory and Its Applications ISITA 2024 , (Taipei, Taiwan, Nov. 2024)
L. Cregg, T. Linder, and S.Yüksel, Zero-delay lossy coding of linear vector Markov sources: Optimality of stationary codes and near optimality of finite memory codes , IEEE International Symposium on Information Theory, ISIT 2024 , (Athens, Greece, Jul. 2024)
J. Weng, L. Song, F. Alajaji, and T. Linder, Capacity of Finite-State Two-Way Channels , IEEE International Symposium on Information Theory, ISIT 2023 , (Taipei, Taiwan, Jun. 2023)
M. Akbari, B. Gharesifard, and T. Linder, Achieving logarithmic regret via hints in online learning of noisy LQR systems , 61th IEEE Conference on Decision and Control, CDC 2022 , (Cancun, Mexico, Dec. 2022)
J. Keeler, T. Linder, and S. Yüksel, An asymptotically optimal two-part coding scheme for networked control under fixed-rate constraints , IEEE International Symposium on Information Theory, ISIT 2022 , (Espoo, Finland, June 2022)
F.C. Thierrin, F. Alajaji, and T. Linder, On the Rényi cross-entropy , 17th Canadian Workshop on Information Theory, CWIT 2022 , (Ottawa, ON, Canada, June 2022)
J. Weng, F. Alajaji, and T. Linder, An information bottleneck problem with Rényi's entropy , IEEE International Symposium on Information Theory, ISIT 2021 , (Melbourne, Australia, Jul. 2021)
M. Ghomi, T. Linder, and S. Yüksel, Optimality of stationary and deterministic policies for zero-delay coding of R^d-valued linear Markov sources with quadratic cost , 59th IEEE Conference on Decision and Control, CDC 2020 , (Jeju Island, Republic of Korea, Dec. 2020)
J. Weng, F. Alajaji, and T. Linder, A simple capacity outer bound for two-way channels and capacity approximation results , International Symposium on Information Theory and Its Applications, ISITA 2020 , (Kapolei, Hawaii, USA Oct. 2020)
J. Weng, F. Alajaji, and T. Linder, Adaptive coding for two-way lossy source-channel communication , IEEE International Symposium on Information Theory, ISIT 2020 , (Los Angeles, USA, Jun. 2020)
M. Akbari, B. Gharesifard, and T. Linder, Riccati updates for online linear quadratic control, 3rd Annual Learning for Dynamics and Control Conference, L4DC 2020 , (ETH Zurich, Switzerland, Jun. 2020)
S.Saritas, P. Furrer, S. Gezici, T. Linder, S. Yüksel, On the number of bins in equilibria for signaling games , IEEE International Symposium on Information Theory, ISIT 2019 , (Paris, France, Jul. 2019)
J. Weng, L. Song, F. Alajaji, and T. Linder, Joint source-channel coding for the transmission of correlated sources over two-way channels , IEEE International Symposium on Information Theory, ISIT 2019 , (Paris, France, Jul. 2019)
P. Rezaienia, B. Gharesifard, T. Linder, and B. Touri, Convergence rate of push-sum algorithms on random graphs , 57th IEEE Conference on Decision and Control, CDC 2018 , (Miami Beach, FL, USA, Dec. 2018)
P. Rezaienia, B. Gharesifard, T. Linder, and B. Touri, Distributed optimization on random graphs , IFAC Workshop on Distributed Estimation and Control in Networked Systems, NecSys 2018 , (Groningen, the Netherlands, Aug. 2018)
J. Weng, F. Alajaji, and T. Linder, Optimized signaling of binary correlated sources over Gaussian multiple access channels , 88th IEEE Vehicular Technology Conference, VTC 2018 , (Chicago, IL, USA, Aug. 2018)
J. Weng, L. Song, F. Alajaji, and T. Linder, Sufficient conditions for the tightness of Shannon's capacity bounds for two-way channels , IEEE International Symposium on Information Theory, ISIT 2018 , (Vail, CO, USA, Jun. 2018)
J. Weng, F. Alajaji, and T. Linder, Lossy transmission of correlated sources over two-way channels , IEEE Information Theory Workshop, ITW 2017 , (Kaohsiung, Taiwan, Nov. 2017).
S. Asoodeh, M. Diaz, F. Alajaji, and T. Linder, Privacy-aware guessing efficiency , IEEE International Symposium on Information Theory, ISIT 2017 , (Aachen, Germany, Jun. 2017)
L. Song, F. Alajaji, and T. Linder, On the capacity of burst noise-erasure channels with and without feedback , IEEEInternational Symposium on Information Theory, ISIT 2017 (Aachen, Germany, Jun. 2017)
N. Saldi, S. Yüksel, and T. Linder, Finite model approximations and asymptotic optimality of quantized policies in decentralized stochastic control , 51st IEEE Conference on Decision and Control , (Las Vegas, USA, Dec. 2016)
M. Akbari, B. Gharesifard, and T. Linder, Regret bounds for the distributed online alternating direction method of multipliers , 54th Annual Allerton Conf. on Communication, Control, and Computing , (Monticello, Illinois, Sep. 2016)
S. Asoodeh, F, Alajaji, and T. Linder, Almost perfect privacy for additive Gaussian privacy filters , 9th Intern. Conf. on Information Theoretic Security, ICITS 2016 , (Tacoma, WA, USA, Aug. 2016)
S. Asoodeh, F. Alajaji, and T. Linder, Privacy-aware MMSE estimation , IEEE International Symposium on Information Theory, ISIT 2016 , (Barcelona, Spain, Jul. 2016)
L. Song, F. Alajaji, and T. Linder, Adaptation is useless for two discrete additive-noise two-way channels , IEEE International Symposium on Information Theory, ISIT 2016 , (Barcelona, Spain, Jul. 2016)
N. Saldi, S. Yüksel, and T. Linder, Asymptotic optimality of finite representations and quantized policies in team problems and Witsenhausens counterexample , American Control Conference , (Boston, MA, Jul. 2016)
N. Saldi, S. Yüksel, and T. Linder, Finite-state approximation of Markov decision processes with unbounded costs and Borel spaces , 54th IEEE Conference on Decision and Control , (Osaka, Japan, Dec. 2016)
N. Saldi, S. Yüksel, and T. Linder, Finite-State approximations to constrained Markov decision processes with Borel spaces , 53rd Annual Allerton Conf. on Communication, Control, and Computing , (Monticello, Illinois, Oct. 2015)
S. Asoodeh, F. Alajaji, and T. Linder, Lossless secure source coding: Yamamoto's setting ,'' 53rd Annual Allerton Conf. on Communication, Control, and Computing , (Monticello, Illinois, Oct. 2015)
N. Saldi, S. Yüksel, and T. Linder, On finite state-action approximation of Markov decision processes with general state and action spaces , American Control Conference , (Chicago, IL, Jul. 2015)
S. Asoodeh, F. Alajaji, and T.Linder, On Maximal correlation, mutual information and data privacy , 14th Canadian Workshop on Information Theory , (St. John's, NL, Canada, Jul. 2015)
R. G. Wood, T. Linder, and S. Yüksel, Optimality of Walrand-Varaiya type policies and approximation results for zero delay coding of Markov sources, IEEE International Symposium on Information Theory, ISIT 2015 , (Hong Kong, Jun. 2015)
S. Asoodeh, F. Alajaji, and T. Linder, Notes on information-theoretic privacy , 52nd Annual Allerton Conf. on Communication, Control, and Computing , Monticello, Illinois, Oct. 2014.
M. Akbari, B. Gharesifard, and T. Linder, Distributed subgradient-push online convex optimization on time-varying directed graphs , 52nd Annual Allerton Conf. on Communication, Control, and Computing , Monticello, Illinois, Oct. 2014.
N. Saldi, T. Linder, and S. Yüksel, Randomized source coding with limited common randomness 52nd Annual Allerton Conf. on Communication, Control, and Computing , Monticello, Illinois, Oct. 2014.
S. P. Behesti, F. Alajaji, and T. Linder, MAP decoding of correlated sources over soft-decision orthogonal multiple access fading channels with memory , 80th IEEE Vehicular Technology Conference , Vancouver, BC, Sep. 2014.
N. Saldi, T. Linder, and S. Yüksel, Approximation of stationary control policies by quantized control in Markov decision processes , 51st Annual Allerton Conf. on Communication, Control, and Computing, Monticello, Illinois, Sep. 2013.
N. Saldi, T. Linder, and S. Yüksel, Randomized quantization and optimal design with a marginal constraint , 2013 IEEE International Symposium on Information Theory, ISIT 2013 , Istanbul, Turkey, Jul. 2013.
S. Asoodeh, F. Alajaji and T. Linder, An achievability proof for the lossy coding of Markov sources with feed-forward , 2013 Canadian Workshop on Information Theory, CWIT 2013 , Toronto, June 2013.
A. György, T. Linder, and G. Lugosi, Efficient tracking of large classes of experts ,'' IEEE International Symposium on Information Theory, ISIT 2012 , Cambridge, MA, Jul. 2012.
S. Shahidi, F. Alajaji, and T. Linder, MAP Decoding of quantized sources over soft-decision fading channels with memory , IEEE International Conference on Communications, ICC 2012 , Ottawa, Canada, Jun. 2012.
Y. A. Ghassabeh, T. Linder, and G. Takahara, " On noisy source vector quantization via a subspace constrained mean shift algorithm ," 26th Biennial Symposium on Communications , Queen's University, Kingston, May 2012.
Y. A. Ghassabeh, T. Linder, and G. Takahara, " On the convergence and applications of mean shift type algorithms ," Canadian Conference on Electrical and Computer Engineering, CCECE 2012 , Montreal, Canada, May 2012.
W. Kreitmeier and T. Linder, " Scalar quantization with Rényi entropy constraint ," IEEE International Symposium on Information Theory , Saint Petersburg, Russia, Jul. 31 - Aug. 5, 2011.
S. Yüksel and T. Linder, `` Optimization and convergence of channels in stochastic control ,'' American Control Conference , San Francisco, CA, Jun. 29 - Jul. 1, 2011.
S. Shahidi, F. Alajaji, and T. Linder, " Exploiting memory and soft-decision information in channel optimized quantization for correlated fading channels " 2011 Canadian Workshop on Information Theory , Kelowna, BC, Canada, May 17-20, 2011.
M. Z. Mao, R. M. Gray, and T. Linder, `` On asymptotically optimal stationary source codes for IID sources ,'' Proc. of Data Compression Conference, DCC 2011 , Snowbird, UT, March 2011.
S. Yüksel and T. Linder, " On optimization and convergence of observation channels and quantizers in stochastic control ,'' Proc. of the 48th Annual Allerton Conf. on Communication, Control, and Computing , Monticello, Illinois, Sep. 2010.
H. Behroozi, F. Alajaji and T. Linder, `` Broadcasting Correlated Gaussian Sources with Bandwidth Expansion ,'' IEEE Information Theory Workshop , Taormina, Sicily, Italy, October 2009.
H. Behroozi, F. Alajaji, and T. Linder, `` Hybrid digital-analog joint source-channel coding for broadcasting correlated Gaussian sources ,'' IEEE International Symposium on Information Theory , Seoul, Korea, Jun. 28- Jul. 3, 2009.
H. Behroozi, F. Alajaji, and T. Linder, `` Does analog transmission achieve OPTA in an asymmetric Gaussian sensor network? '' 2009 Canadian Workshop on Information Theory , Ottawa, Canada, May 13-15, 2009.
R. M. Gray and T. Linder, `` Bits in asymptotically optimal lossy source codes are asymptotically Bernoulli ,'' Proceedings of Data Compression Conference, DCC'09 , Snowbird, UT, March 2009.
H. Behroozi, F. Alajaji, and T. Linder, " On the optimal power-distortion region for asymmetric Gaussian sensor networks with fading ," IEEE International Symposium on Information Theory , Toronto, Canada, Jul. 2008.
Y. Wang, Y. Zhong, F. Alajaji, and T. Linder, " On the public information embedding capacity region under multiple access attacks ,'' IEEE International Symposium on Information Theory , Toronto, Canada, Jul. 2008.
H. E. Saffar, F. Alajaji, and T. Linder, " Channel optimized vector quantization based on maximum a posteriori hard decision demodulation ," 24th Biennial Symposium on Communications , Queen's University, Kingston, June 2008.
H. Behroozi, J. Haghighat, F. Alajaji, and T. Linder, " On the transmission of a memoryless Gaussian source over a memoryless fading channel ," 24th Biennial Symposium on Communications , Queen's University, Kingston, June 2008.
S. Moradi, T. Linder, and S. Gazor, " Multiple description coding by successive quantization ," IEEE Canadian Conference on Electrical and Computer Engineering , Niagara Falls, Canada, May 2008.
S. Moradi, S. Gazor, and T. Linder " A multiple description video coding motivated by human visual perception ," IEEE International Conf. on Acoustics, Speech, Signal Processing (ICASSP) , Las Vegas, USA, Apr. 2008.
Y. Wang, Y. Zhong, F. Alajaji, and T. Linder, " A sufficient condition for private information hiding of two correlated sources under multiple access attacks ," IEEE International Symposium on Information Theory , Nice, France, June 24 - 29, 2007.
Y. Wang, F. Alajaji, and T. Linder, " A random coding error exponent for joint quantization and watermarking of Gaussian sources under memoryless Gaussian attacks ," Proceedings of the 2007 Canadian Workshop on Information Theory , Edmonton, Alberta, Jun. 6-8, 2007.
A. György, T. Linder, and Gy. Ottucsak, " The shortest path problem under partial monitoring ," The 19th Annual Conference on Computational Learning Theory, COLT 2006 , Carnegie Mellon University, Pittsburgh, PA, June 2006.
Y. Wang, F. Alajaji, and T. Linder, " Hybrid digital-analog coding of memoryless Gaussian sources over AWGN channels with bandwidth compression ," Proceedings of the 23rd Biennial Symposium on Communications , Queen's University, Kingston, June 2006.
A. György, T. Linder, and G. Lugosi, "The shortest path problem in the bandit setting," Proceedings of the 2006 IEEE Information Theory Workshop , Punta del Este, Uruguay, Mar. 2006.
A. György, T. Linder, and G. Lugosi, " Limited-delay coding of individual sequences with piecewise different behavior ," Joint 44th IEEE Conference on Decision and Control and European Control Conference , Seville, Spain, Dec. 2005.
F. Behnamfar, F. Alajaji, and T. Linder, " Improved lower bounds on the error rate of linear block codes ,'' Forty-Third Annual Allerton Conference on Communication, Control, and Computing , Monticello, Illinois, Sep., 2005.
F. Behnamfar, F. Alajaji, and T. Linder, `` Exact pairwise error probability of space-time codes under MAP decoding with application ,'' Forty-Third Annual Allerton Conference on Communication, Control, and Computing , Monticello, Illinois, Sep. 2005.
A. György, T. Linder, and G. Lugosi, " Tracking the best quantizer ," IEEE International Symposium on Information Theory , Adelaide, Australia, Sep. 4-9, 2005.
A. György, T. Linder, and G. Lugosi, " Tracking the best of many experts ,'' in Computational Learning Theory: Proceedings of the 18th Annual Conference on Computational Learning Theory, COLT2005 (P. Auer and R. Meir, eds.), pp. 204--216, Springer, Berlin, 2005. Lecture Notes in Artificial Intelligence 3559.
D. A. Nagy, A. György, and T. Linder, " Convergence rates in higher order Markov modeling of block-Markov sources ," Proceedings of the 2005 Canadian Workshop on Information Theory , Montreal, Quebec, Jun. 5-8, 2005.
C. Nicola, F. Alajaji, and T. Linder, " Decoding LDPC codes over binary channels with additive Markov noise ," Proceedings of the 2005 Canadian Workshop on Information Theory , Montreal, Quebec, Jun. 5-8, 2005.
Y. Wang, F. Alajaji, and T. Linder, " Design of VQ-based hybrid digital-analog joint source-channel codes for image communication ," Proceedings of Data Compression Conference, DCC'05 , Snowbird, UT, 2005.
F. Behnamfar, F. Alajaji, and T. Linder, `` Tight bounds on the SER and BER of space-time orthogonal block coded channels under MAP decoding ,'' Proceedings of the 2004 International Symposium on Information Theory and its Applications, Parma, Italy, October 2004.
F. Behnamfar, F. Alajaji and T. Linder, `` Transmission of continuous-alphabet sources over MIMO channels ,'' Proceedings of the 2004 International Symposium on Information Theory and its Applications, Parma, Italy, October 2004.
A. György, T. Linder, and G. Lugosi, " Efficient algorithms and minimax bounds for zero-delay lossy source coding ," IEEE International Symposium on Information Theory, Chicago, IL, USA, June 27 - July 2, 2004.
T. Linder and R. Zamir, " Causal coding of individual sequences and the Lempel-Ziv differential entropy ," IEEE International Symposium on Information Theory, Chicago, IL, USA, June 27 - July 2, 2004.
D. A. Nagy and T. Linder, " Higher order Markov modeling of block-Markov sources ," 22nd Biennial Symposium on Communications, Queen's University, Kingston, May 21 - June 3, 2004.
F. Behnamfar, F. Alajaji, and T. Linder, " Bonferoni-type bounds on the frame and bit error rates of coded AWGN and block Rayleigh fading channels ," 22nd Biennial Symposium on Communications, Queen's University, Kingston, May 21 - June 3, 2004.
A. György, T. Linder, and G. Lugosi, " A 'Follow the Perturbed Leader'-type algorithm for zero-delay quantization of individual sequences ," Data Compression Conference, DCC'04 , Snowbird, UT, March 23-25, 2004.
R. M. Gray and T. Linder, " Results and conjectures on high rate quantization ," Data Compression Conference, DCC'04 , Snowbird, UT, March 23-25, 2004.
A. György and T. Linder, " Codecell convexity in optimal entropy-constrained vector quantization ," IEEE International Symposium on Information Theory , Yokohama, Japan, June 29 -- July 4, 2003.
F. Behnamfar, F. Alajaji, and T. Linder, " Error analysis of space-time codes for slow rayleigh fading channels ," IEEE International Symposium on Information Theory , Yokohama, Japan, June 29 -- July 4, 2003.
F. Behnamfar, F. Alajaji, and T. Linder, " Soft-decision COVQ for space-time orthogonal block coded channels ," Proceedings of the 2003 Canadian Workshop on Information Theory , Waterloo, Ontario, May. 18-21, 2003.
T. Behnamfar, F. Alajaji, and T. Linder, " Performance analysis of MAP decoded space-time orthogonal block codes for non-uniform sources ," Proceedings of the 2003 IEEE Information Theory Workshop , pp. 46-49, Paris, France, Mar. 31 - Apr. 4, 2003.
R. M. Gray and T. Linder, " High rate mismatch in entropy constrained quantization ," Data Compression Conference , Snowbird, Utah, March 25-27, 2003.
D. Nagy and T. Linder, " Experimental study of a binary block sorting compression scheme ," Data Compression Conference , Snowbird, Utah, March 25-27, 2003.
R. M. Gray and T. Linder, " Relative entropy and quantizer mismatch ," 36th Asilomar Conference on Signals, Systems, and Computers (Pacific Grove, CA, November 3-6, 2002).
T. Linder, " Consistency and convergence rates in lagrangian empirical design of variable-rate vector quantizers , IEEE International Symposium on Information Theory, (Lausanne, Switzerland, June 30 -- July 4, 2002).
A. A. György and T. Linder, " A Note on the existence of optimal entropy-constrained vector quantizers ," IEEE International Symposium on Information Theory, (Lausanne, Switzerland, June 30 -- July 4, 2002).
F. Behnamfar, F. Alajaji and T. Linder, " Image Coding for binary bursty noise channels ," 21st Biennial Symposium on Communications, (Queen's University, Kingston, June 2002).
F. Behnamfar, F. Alajaji, and T. Linder, " Progressive image communication over binary channels with additive bursty noise ," Data Compression Conference , Snowbird, Utah, Apr. 2-4, 2002.
Z. Raza, F. Alajaji, and T. Linder, " Channel optimized sample adpative product `quantization ," Thirty-Ninth Annual Allerton Conference on Communication, Control, and Computing , Monticello, Illinois, Oct. 3-5, 2001.
B. Kégl, T. Linder and G. Lugosi, " Data-dependent margin-based generalization bounds for classification " in Computational Learning Theory: Proceedings of the 14th Annual Conference on Computational Learning Theory, COLT2001 (D. Helmbold and B. Williamson, eds.), pp. 368-384, Springer, Berlin, 2001. Lecture Notes in Artificial Intelligence 2111.
A. György and T. Linder, " On the structure of optimal entropy-constrained scalar quantizers ," IEEE International Symposium on Information Theory , (Washington, D.C., USA, June 24-29, 2001).
T. Linder and R. Zamir, " Causal source coding of stationary sources with high resolution ," IEEE International Symposium on Information Theory , (Washington, D.C., USA, June 24-29, 2001).
T. Linder, " Learning-theoretic methods in lossy data compression ," Annual Meeting of the Canadian Applied and Industrial Mathematics Society (CAIMS) , Victoria, BC, Canada, June 7-9, 2001.
A. György and T. Linder, " Optimal entropy-constrained scalar quantization of a uniform source ," International Symposium on Information Theory and its Applications (Honolulu, Hawaii, Nov. 5-8, 2000)
T. Linder, " On the training distortion of vector quantizers ," IEEE International Symposium on Information Theory , (Sorrento, Italy, June 25-30, 2000)
T. Linder and G. Lugosi, " A zero-delay sequential quantizer for inividual sequences ," IEEE International Symposium on Information Theory , (Sorrento, Italy, June 25-30, 2000)
T. Linder and R. Zamir, " High-resolution rate-distortion theory " 1999 IEEE Information Theory and Networking Workshop , (Metsovo, Greece , June, 1999).
A. György, T. Linder, and K. Zeger, " On the rate-distortion function of random vectors and stationary sources with mixed distributions " The Sixth Canadian Workshop on Information Theory , (Kingston, Ontario, Canada, June, 1999).
A. György, T. Linder, and K. Zeger, " Lossy coding of sources with mixed distribution " 33rd Annual Conference on Information Sciences and Systems CISS'99 , (The Johns Hopkins University, Baltimore, Maryland, March, 1999).
B. Kégl, A. Krzyzak, T. Linder, and K. Zeger, " A polygonal line algorithm for constructing principal curves ," Neural Information Processing Systems, NIPS'98 , (Denver, Colorado, USA, Nov. 30 - Dec. 5, 1998).
B. Kégl, A. Krzyzak, T. Linder, and K. Zeger, " Principal curves: learning and convergence ," IEEE International Symposium on Information Theory , Boston, MIT 1998.
T. Linder, R. Zamir, and K. Zeger, " On source coding with side information with general distortion measures ," IEEE International Symposium on Information Theory , Boston, MIT 1998.
T. Linder, R. Zamir, and K. Zeger, " The multiple description rate region for high resolution source coding " Data Compression Conference, Snowbird, Utah, 1998
T. Linder and R. Zamir, " High-resolution source coding for non-difference distortion measures: the rate distortion function " IEEE International Symposium on Information Theory , Ulm, Germany, June, 1997.
T. Linder, G. Lugosi, and K. Zeger, " Empirical quantizer design in the presence of source noise and channel noise ," IEEE International Symposium on Information Theory , Ulm, Germany, June, 1997.
P. Bartlett, T. Linder, and G. Lugosi, " " The minimax distortion redundancy in empirical quantizer design " IEEE International Symposium on Information Theory , Ulm, Germany, June, 1997.
T. Linder, R. Zamir, and K. Zeger, " Multidimensional companding for non-difference distortion measures " Conference on Information Sciences and Systems ,The Johns Hopkins University, Baltimore, Maryland, March, 1997.
P. Bartlett, T. Linder, and G. Lugosi, " A minimax lower bound for empirical quantizer design " EUROCOLT'97, Jerusalem, 1997
A. Krzyzak and T. Linder, " Radial basis function networks and complexity regularization in function learning ," NIPS'96 .
T. Linder, V. Tarokh, K. Zeger, `` Existence of optimal prefix codes for infinite source alphabets ,'' Thirty-Fourth Annual Allerton Conference on Communication, Control, and Computing, Monticello, Illinois, 1996.
A. Krzyzak and T. Linder, " Radial basis function networks and nonparametric classification: complexity regularization and rates of convergence ," 13th International Conference on Pattern Recognition , Vienna, Austria, 1996.
T. Linder, G. Lugosi, and K. Zeger, " Empirical quantizer design in the presence of source noise and channel noise ," Data Compression Conference , Snowbird, Utah, 1996.
T. Linder and K. Zeger, " On the cost of finite block-lenght in quantizing unbounded memoryless sources ," IEEE International Symposium on Information Theory , Whistler, Canada, September, 1995.
A. Krzyzak, T. Linder, and G. Lugosi, " On nonparametric classification and nonlinear function estimation using radial basis networks ," IEEE Information Theory Workshop , (Rydzyna, Poland, June 25--29, 1995).
A. Krzyzak, T. Linder, and G. Lugosi, " Nonparametric classification using radial basis function nets and empirical risk minimization " 12th International Conference on Pattern Recognition , Jerusalem, Israel, 1994.
T. Linder, G. Lugosi, and K. Zeger, " Rates of convergence in the source coding theorem, in empirical quantizer design, and in universal lossy source coding ," IEEE International Symposium on Information Theory , Trondheim, Norway, June, 1994.
T. Linder, G. Lugosi, and K. Zeger, " Fixed rate universal lossy source coding and rate of convergence for memoryless sources " IEEE International Symposium on Information Theory , Trondheim, Norway, June, 1994.
T. Linder and R. Zamir, " New results on the asymptotic tightness of the Shannon lower bound to the rate-distortion function ," 28th Annual Conference on Information Sciences and Systems , Princeton, March, 1994.
T. Linder, G. Lugosi, and K. Zeger, " Universality and rates of convergence in lossy source coding ," Data Compression Conference , Snowbird, Utah, 1993.
T. Linder and K. Zeger, " Asymptotic entropy constrained performance of tessellating and universal randomized lattice quantization ," IEEE International Symposium on Information Theory , San Antonio, January, 1993.
T. Linder, C. Schlegel, and K. Zeger, " Comments on Some Optimal Codes Have Structure , " IEEE International Symposium on Information Theory , San Antonio, January, 1993.
L. Györfi, T. Linder and E.C. van der Meulen, " On the asymptotic optimality of quantizers ", in Proceedings of the Eleventh Symposium on Information Theory in the Benelux , 1990.
T. Linder and G. Lugosi, " Classification with a reduced complexity nearest neighbor algorithm ," IEEE International Symposium on Information Theory , San Diego, January, 1990.
L. Györfi, T. Linder and E.C. van der Meulen: " Asymptotics of quantizers revisited ," IEEE International Symposium on Information Theory , San Diego, January, 1990.
T. Linder, G. Lugosi and K. Vicsi, " Search for fast dynamic time warping algorithms ,", 11th International Conference of Phonetics , Tallin, USSR, Aug, 1987.