Spectral theory and limit theorems for geometrically ergodic Markov processes I Kontoyiannis, SP Meyn The Annals of Applied Probability 13 (1), 304-362, 2003 | 310 | 2003 |
Convergence properties of functional estimates for discrete distributions A Antos, I Kontoyiannis Random Structures & Algorithms 19 (3‐4), 163-193, 2001 | 310 | 2001 |
Nonparametric entropy estimation for stationary processes and random fields, with applications to English text I Kontoyiannis, PH Algoet, YM Suhov, AJ Wyner IEEE Transactions on Information Theory 44 (3), 1319-1327, 1998 | 301 | 1998 |
Large deviations asymptotics and the spectral theory of multiplicatively regular Markov processes I Kontoyiannis, S Meyn | 160 | 2005 |
Estimating the entropy of binary time series: Methodology, some theory and a simulation study Y Gao, I Kontoyiannis, E Bienenstock Entropy 10 (2), 71-99, 2008 | 155 | 2008 |
Optimal lossless data compression: Non-asymptotics and asymptotics I Kontoyiannis, S Verdú IEEE Transactions on Information Theory 60 (2), 777-795, 2013 | 123 | 2013 |
Source coding, large deviations, and approximate pattern matching A Dembo, L Kontoyiannis IEEE Transactions on Information Theory 48 (6), 1590-1615, 2002 | 120 | 2002 |
Geometric ergodicity and the spectral gap of non-reversible Markov chains I Kontoyiannis, SP Meyn Probability Theory and Related Fields 154 (1), 327-339, 2012 | 113 | 2012 |
Asymptotic recurrence and waiting times for stationary processes I Kontoyiannis Journal of Theoretical Probability 11 (3), 795-811, 1998 | 98 | 1998 |
Pointwise redundancy in lossy data compression and universal lossy data compression I Kontoyiannis IEEE Transactions on Information Theory 46 (1), 136-152, 2000 | 89 | 2000 |
Second-order noiseless source coding theorems I Kontoyiannis IEEE Transactions on Information Theory 43 (4), 1339-1341, 1997 | 84 | 1997 |
Entropy and the law of small numbers I Kontoyiannis, P Harremoës, O Johnson IEEE Transactions on information theory 51 (2), 466-472, 2005 | 81 | 2005 |
Sumset and inverse sumset inequalities for differential entropy and mutual information I Kontoyiannis, M Madiman IEEE transactions on information theory 60 (8), 4503-4514, 2014 | 73 | 2014 |
Control variates for estimation based on reversible Markov chain Monte Carlo samplers P Dellaportas, I Kontoyiannis Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2012 | 60 | 2012 |
Progressive search and retrieval in large image archives V Castelli, LD Bergman, I Kontoyiannis, CS Li, JT Robinson, JJ Turek IBM Journal of Research and Development 42 (2), 253-268, 1998 | 57 | 1998 |
An implementable lossy version of the Lempel-Ziv algorithm. I. Optimality for memoryless sources I Kontoyiannis IEEE Transactions on Information Theory 45 (7), 2293-2305, 1999 | 56 | 1999 |
Relative entropy and exponential deviation bounds for general Markov chains I Kontoyiannis, LA Lastras-Montano, SP Meyn Proceedings. International Symposium on Information Theory, 2005. ISIT 2005 …, 2005 | 54 | 2005 |
Estimating the directed information and testing for causality I Kontoyiannis, M Skoularidou IEEE transactions on information theory 62 (11), 6053-6067, 2016 | 52 | 2016 |
Log-concavity, ultra-log-concavity, and a maximum entropy property of discrete compound Poisson measures O Johnson, I Kontoyiannis, M Madiman Discrete Applied Mathematics 161 (9), 1232-1250, 2013 | 52 | 2013 |
Pre xes and the entropy rate for long-range sources I Kontoyiannis, YM Suhov, P Math, M Statistics Probability Statistics and Optimization, FP Kelly, ed. Chichester, England …, 1994 | 52 | 1994 |