Concepedia

Ioannis Kontoyiannis

IK

47

Publications

2.3K

Citations

25

H-Index

1997

Active since

Affiliations

Athens University of Economics and Business(Current)

Brown University

Purdue University West Lafayette

Stanford University

University of Bristol

Ioannis Kontoyiannis is an author at Athens University of Economics and Business specializing in engineering, probability theory, and entropy.

Top concepts

EngineeringEntropyProbabilityComputer ScienceInformationSignal ProcessingStatisticsData ScienceStatistical InferenceComputational Complexity

Publications per year

1997–2022

47

Publications

47

Spectral theory and limit theorems for geometrically ergodic Markov processes

Ioannis Kontoyiannis, Sean Meyn · The Annals of Applied Probability · 2003 · 264 citations · Full text

Spectral Theory, Large Deviations, Dirichlet Form +12

Nonparametric entropy estimation for stationary processes and random fields, with applications to English text

Ioannis Kontoyiannis, P. Algoet, Yu. M. Suhov et al. · IEEE Transactions on Information Theory · 1998 · 254 citations

Engineering, Mean Consistency, Stochastic Phenomenon +16

Convergence properties of functional estimates for discrete distributions

András Antos, Ioannis Kontoyiannis · Random Structures and Algorithms · 2001 · 237 citations

Functional Estimates, Engineering, Stochastic Analysis +17

Large Deviations Asymptotics and the Spectral Theory of Multiplicatively Regular Markov Processes

Ioannis Kontoyiannis, Sean Meyn · Electronic Journal of Probability · 2005 · 140 citations · Full text

Spectral Theory, Large Deviations, Engineering +14

Optimal Lossless Data Compression: Non-Asymptotics and Asymptotics

Ioannis Kontoyiannis, Sergio Verdú · IEEE Transactions on Information Theory · 2013 · 124 citations

Distributed Source Coding, Lossy Compression, Engineering +10

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