Yevgeny Seldin

发表

Unsupervised Sequence Segmentation by a Mixture of Switching Variable Memory Markov Sources

Naftali Tishby, Yevgeny Seldin, Gill Bejerano, 2001, ICML.

PAC-Bayesian Analysis in Unsupervised Learning

Yevgeny Seldin, Yevgeny Seldin, 2010 .

PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits

John Shawe-Taylor, François Laviolette, Peter Auer, 2011, ICML On-line Trading of Exploration and Exploitation.

Markovian domain fingerprinting: statistical segmentation of protein sequences

Naftali Tishby, Hanah Margalit, Yevgeny Seldin, 2001, Bioinform..

Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits pdf

Julian Zimmert, Yevgeny Seldin, Julian Zimmert, 2018, J. Mach. Learn. Res..

PAC-Bayes-Empirical-Bernstein Inequality

Yevgeny Seldin, Ilya O. Tolstikhin, I. Tolstikhin, 2013, NIPS.

Prediction with Limited Advice and Multiarmed Bandits with Paid Observations

Koby Crammer, Peter L. Bartlett, Yasin Abbasi-Yadkori, 2014, ICML.

One Practical Algorithm for Both Stochastic and Adversarial Bandits

Aleksandrs Slivkins, Yevgeny Seldin, Aleksandrs Slivkins, 2014, ICML.

Second Order PAC-Bayesian Bounds for the Weighted Majority Vote pdf

Christian Igel, Yevgeny Seldin, Andr'es R. Masegosa, 2020, NeurIPS.

PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off pdf

John Shawe-Taylor, François Laviolette, Peter Auer, 2011, ICML 2011.

Multi-Dueling Bandits and Their Application to Online Ranker Evaluation

Ingemar J. Cox, Christina Lioma, Yevgeny Seldin, 2016, CIKM.

A PAC-Bayesian Analysis of Graph Clustering and Pairwise Clustering pdf

Yevgeny Seldin, Yevgeny Seldin, 2010, ArXiv.

A PAC-Bayesian Analysis of Co-clustering, Graph Clustering, and Pairwise Clustering

Yevgeny Seldin, Yevgeny Seldin, 2010, ICML 2010.

Nonstochastic Multiarmed Bandits with Unrestricted Delays

Nicolò Cesa-Bianchi, Yevgeny Seldin, Tobias Sommer Thune, 2019, NeurIPS.

An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays pdf

Julian Zimmert, Yevgeny Seldin, Julian Zimmert, 2019, AISTATS.

Unsupervised Clustering of Images using their Joint Segmentation

Yevgeny Seldin, S Starik, M Werman, 2003 .

Tsallis-INF for Decoupled Exploration and Exploitation in Multi-armed Bandits.

Yevgeny Seldin, Chloé Rouyer, 2020, COLT 2020.

Factored Bandits

Julian Zimmert, Yevgeny Seldin, 2018, NeurIPS.

On Unsupervised Learning of Mixtures of Markov Sources

Yevgeny Seldin, Yevgeny Seldin, 2001 .

PAC-Bayesian Analysis of Martingales and Multiarmed Bandits pdf

John Shawe-Taylor, François Laviolette, Jan Peters, 2011, ArXiv.

Multi-classification by categorical features via clustering

Naftali Tishby, Yevgeny Seldin, 2008, ICML '08.

An Improved Multileaving Algorithm for Online Ranker Evaluation

Ingemar J. Cox, Christina Lioma, Yevgeny Seldin, 2016, SIGIR.

A PAC-Bayesian Approach to Formulation of Clustering Objectives

Yevgeny Seldin, 2009, NIPS 2009.

PAC-Bayesian Inequalities for Martingales

John Shawe-Taylor, François Laviolette, Nicolò Cesa-Bianchi, 2011, IEEE Transactions on Information Theory.

PAC-Bayesian Generalization Bound for Density Estimation with Application to Co-clustering

Naftali Tishby, Yevgeny Seldin, 2009, AISTATS.

Adaptation to Easy Data in Prediction with Limited Advice

Yevgeny Seldin, Tobias Sommer Thune, Yevgeny Seldin, 2018, NeurIPS.

Unsupervised Segmentation and Classification of Mixtures of Markovian Sources

Naftali Tishby, Yevgeny Seldin, Gill Bejerano, 2001 .

Information Bottleneck for Non Co-Occurrence Data

Naftali Tishby, Noam Slonim, Yevgeny Seldin, 2006, NIPS.

Evaluation and Analysis of the Performance of the EXP3 Algorithm in Stochastic Environments

Peter Auer, Csaba Szepesvári, Yasin Abbasi-Yadkori, 2013, EWRL.

On the Relations and Differences Between Popper Dimension, Exclusion Dimension and VC-Dimension

Bernhard Schölkopf, Yevgeny Seldin, B. Schölkopf, 2013, Empirical Inference.

On PAC-Bayesian bounds for random forests

Christian Igel, Yevgeny Seldin, Stephan Sloth Lorenzen, 2019, Machine Learning.

Open Problem: Adversarial Multiarmed Bandits with Limited Advice

Koby Crammer, Peter L. Bartlett, Yevgeny Seldin, 2013, COLT.

Advice-Efficient Prediction with Expert Advice pdf

Koby Crammer, Peter L. Bartlett, Yevgeny Seldin, 2013, ArXiv.

PAC-Bayesian Analysis of Contextual Bandits

John Shawe-Taylor, François Laviolette, Peter Auer, 2011, NIPS.

A Strongly Quasiconvex PAC-Bayesian Bound

Christian Igel, Yevgeny Seldin, Olivier Wintenberger, 2016, ALT.

An Improved Parametrization and Analysis of the EXP3++ Algorithm for Stochastic and Adversarial Bandits pdf

Gábor Lugosi, Yevgeny Seldin, G. Lugosi, 2017, COLT.

PAC-Bayesian Analysis of Co-clustering and Beyond

Naftali Tishby, Yevgeny Seldin, Naftali Tishby, 2010, J. Mach. Learn. Res..

An Algorithm for Stochastic and Adversarial Bandits with Switching Costs

Yevgeny Seldin, Nicolo Cesa-Bianchi, Chlo'e Rouyer, 2021, ICML.

Improved Analysis of Robustness of the Tsallis-INF Algorithm to Adversarial Corruptions in Stochastic Multiarmed Bandits pdf

Yevgeny Seldin, Saeed Masoudian, Yevgeny Seldin, 2021, ArXiv.

Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote pdf

Christian Igel, Yevgeny Seldin, Andr'es R. Masegosa, 2021, ArXiv.

Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions

Yevgeny Seldin, Saeed Masoudian, Yevgeny Seldin, 2021, COLT.

Second Order PAC-Bayesian Bounds for the Weighted Majority Vote pdf

Christian Igel, Yevgeny Seldin, Andr'es R. Masegosa, 2020, NeurIPS.

A PAC-Bayesian Approach to Unsupervised Learning with Application to Co-clustering Analysis

Naftali Tishby, Yevgeny Seldin, Naftali Tishby, 2009 .