Consistent estimation of the basic neighborhood of Markov random fields. - Imre Csiszár; Zsolt Talata (ISIT, 2004)

Model selection via information criteria. - Zsolt Talata (Period. Math. Hung., 2005)

Context tree estimation for not necessarily finite memory processes, via BIC and MDL. - Imre Csiszár; Zsolt Talata (IEEE Trans. Inf. Theory, 2006)

Unrestricted BIC context tree estimation for not necessarily finite memory processes. - Zsolt Talata; Tyrone E. Duncan (ISIT, 2009)

Divergence of information-criterion based Markov order estimators for infinite memory processes. - Zsolt Talata (ISIT, 2010)

On rate of convergence of statistical estimation of stationary ergodic processes. - Imre Csiszár; Zsolt Talata (IEEE Trans. Inf. Theory, 2010)

BIC Context Tree Estimation for Stationary Ergodic Processes. - Zsolt Talata; Tyrone E. Duncan (IEEE Trans. Inf. Theory, 2011)

Penalized maximum likelihood methods for finite memory estimators of infinite memory processes. - Zsolt Talata (ISIT, 2012)

Markov neighborhood estimation with linear complexity for random fields. - Zsolt Talata (ISIT, 2014)

Context Set Weighting method. - Hee Sun Kim; Zsolt Talata (ISIT, 2016)

Context Block Estimation for Random Fields. - Zsolt Talata (ISIT, 2019)

Centralized vs. Decentralized Multi-Agent Reinforcement Learning for Enhanced Control of Electric Vehicle Charging Networks. - Amin Shojaeighadikolaei; Zsolt Talata; Morteza Hashemi (CoRR, 2024)