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Author Information
Yevgeny Seldin (University of Copenhagen)
Noam Slonim (IBM Research)
Naftali Tishby (The Hebrew University Jerusalem)
Naftali Tishby, is a professor of computer science and the director of the Interdisciplinary Center for Neural Computation (ICNC) at the Hebrew university of Jerusalem. He received his Ph.D. in theoretical physics from the Hebrew University and was a research staff member at MIT and Bell Labs from 1985 to 1991. He was also a visiting professor at Princeton NECI, the University of Pennsylvania and the University of California at Santa Barbara. Dr. Tishby is a leader of machine learning research and computational neuroscience. He was among the first to introduce methods from statistical physics into learning theory, and dynamical systems techniques in speech processing. His current research is at the interface between computer science, statistical physics and computational neuroscience and concerns the foundations of biological information processing and the connections between dynamics and information.
More from the Same Authors
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2018 Poster: Adaptation to Easy Data in Prediction with Limited Advice »
Tobias Sommer Thune · Yevgeny Seldin -
2018 Poster: Factored Bandits »
Julian Zimmert · Yevgeny Seldin -
2017 : How do the Deep Learning layers converge to the Information Bottleneck limit by Stochastic Gradient Descent? »
Naftali Tishby -
2017 : Yevgeny Seldin - A Strongly Quasiconvex PAC-Bayesian Bound »
Yevgeny Seldin -
2016 : Principles and Algorithms for Self-Motivated Behaviour »
Naftali Tishby -
2014 Workshop: Novel Trends and Applications in Reinforcement Learning »
Csaba Szepesvari · Marc Deisenroth · Sergey Levine · Pedro Ortega · Brian Ziebart · Emma Brunskill · Naftali Tishby · Gerhard Neumann · Daniel Lee · Sridhar Mahadevan · Pieter Abbeel · David Silver · Vicenç Gómez -
2013 Workshop: Resource-Efficient Machine Learning »
Yevgeny Seldin · Yasin Abbasi Yadkori · Yacov Crammer · Ralf Herbrich · Peter Bartlett -
2013 Workshop: Planning with Information Constraints for Control, Reinforcement Learning, Computational Neuroscience, Robotics and Games. »
Hilbert J Kappen · Naftali Tishby · Jan Peters · Evangelos Theodorou · David H Wolpert · Pedro Ortega -
2013 Poster: PAC-Bayes-Empirical-Bernstein Inequality »
Ilya Tolstikhin · Yevgeny Seldin -
2013 Spotlight: PAC-Bayes-Empirical-Bernstein Inequality »
Ilya Tolstikhin · Yevgeny Seldin -
2013 Poster: Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions »
Yasin Abbasi Yadkori · Peter Bartlett · Varun Kanade · Yevgeny Seldin · Csaba Szepesvari -
2012 Workshop: Information in Perception and Action »
Naftali Tishby · Daniel Polani · Tobias Jung -
2012 Workshop: Multi-Trade-offs in Machine Learning »
Yevgeny Seldin · Guy Lever · John Shawe-Taylor · Nicolò Cesa-Bianchi · Yacov Crammer · Francois Laviolette · Gabor Lugosi · Peter Bartlett -
2011 Workshop: New Frontiers in Model Order Selection »
Yevgeny Seldin · Yacov Crammer · Nicolò Cesa-Bianchi · Francois Laviolette · John Shawe-Taylor -
2011 Poster: PAC-Bayesian Analysis of Contextual Bandits »
Yevgeny Seldin · Peter Auer · Francois Laviolette · John Shawe-Taylor · Ronald Ortner -
2011 Tutorial: Information Theory in Learning and Control »
Naftali Tishby -
2010 Poster: Tight Sample Complexity of Large-Margin Learning »
Sivan Sabato · Nati Srebro · Naftali Tishby -
2008 Workshop: Principled Theoretical Frameworks for the Perception-Action Cycle »
Daniel Polani · Naftali Tishby -
2008 Mini Symposium: Principled Theoretical Frameworks for the Perception-Action Cycle »
Daniel Polani · Naftali Tishby -
2008 Poster: On the Reliability of Clustering Stability in the Large Sample Regime »
Ohad Shamir · Naftali Tishby -
2008 Spotlight: On the Reliability of Clustering Stability in the Large Sample Regime »
Ohad Shamir · Naftali Tishby -
2007 Oral: Cluster Stability for Finite Samples »
Ohad Shamir · Naftali Tishby -
2007 Poster: Cluster Stability for Finite Samples »
Ohad Shamir · Naftali Tishby -
2006 Workshop: Revealing Hidden Elements of Dynamical Systems »
Naftali Tishby