Ioannis Kontoyiannis
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Convergence properties of functional estimates for discrete distributions
A Antos, I Kontoyiannis
Random Structures & Algorithms 19 (3‐4), 163-193, 2001
Spectral theory and limit theorems for geometrically ergodic Markov processes
I Kontoyiannis, SP Meyn
The Annals of Applied Probability 13 (1), 304-362, 2003
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
Large deviations asymptotics and the spectral theory of multiplicatively regular Markov processes
I Kontoyiannis, S Meyn
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
Optimal lossless data compression: Non-asymptotics and asymptotics
I Kontoyiannis, S Verdú
IEEE Transactions on Information Theory 60 (2), 777-795, 2013
Source coding, large deviations, and approximate pattern matching
A Dembo, L Kontoyiannis
IEEE Transactions on Information Theory 48 (6), 1590-1615, 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
Asymptotic recurrence and waiting times for stationary processes
I Kontoyiannis
Journal of Theoretical Probability 11 (3), 795-811, 1998
Pointwise redundancy in lossy data compression and universal lossy data compression
I Kontoyiannis
IEEE Transactions on Information Theory 46 (1), 136-152, 2000
Second-order noiseless source coding theorems
I Kontoyiannis
IEEE Transactions on Information Theory 43 (4), 1339-1341, 1997
Entropy and the law of small numbers
I Kontoyiannis, P Harremoës, O Johnson
IEEE Transactions on information theory 51 (2), 466-472, 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
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
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
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
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
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
Estimating the directed information and testing for causality
I Kontoyiannis, M Skoularidou
IEEE transactions on information theory 62 (11), 6053-6067, 2016
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
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