| 2023 | ICML | Delayed Bandits: When Do Intermediate Observations Help? | Emmanuel Esposito, Saeed Masoudian, Hao Qiu, Dirk van der Hoeven, Nicol Cesa-Bianchi, Yevgeny Seldin |
| 2021 | COLT | Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions. | Saeed Masoudian, Yevgeny Seldin |
| 2021 | ICML | An Algorithm for Stochastic and Adversarial Bandits with Switching Costs. | Chlo Rouyer, Yevgeny Seldin, Nicol Cesa-Bianchi |
| 2020 | AISTATS | An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays. | Julian Zimmert, Yevgeny Seldin |
| 2020 | COLT | Tsallis-INF for Decoupled Exploration and Exploitation in Multi-armed Bandits. | Chlo Rouyer, Yevgeny Seldin |
| 2019 | AISTATS | An Optimal Algorithm for Stochastic and Adversarial Bandits. | Julian Zimmert, Yevgeny Seldin |
| 2017 | ALT | A Strongly Quasiconvex PAC-Bayesian Bound. | Niklas Thiemann, Christian Igel, Olivier Wintenberger, Yevgeny Seldin |
| 2017 | COLT | An Improved Parametrization and Analysis of the EXP3++ Algorithm for Stochastic and Adversarial Bandits. | Yevgeny Seldin, Gbor Lugosi |
| 2016 | CIKM | Multi-Dueling Bandits and Their Application to Online Ranker Evaluation. | Brian Brost, Yevgeny Seldin, Ingemar J. Cox, Christina Lioma |
| 2016 | SIGIR | An Improved Multileaving Algorithm for Online Ranker Evaluation. | Brian Brost, Ingemar J. Cox, Yevgeny Seldin, Christina Lioma |
| 2014 | ICML | Prediction with Limited Advice and Multiarmed Bandits with Paid Observations. | Yevgeny Seldin, Peter L. Bartlett, Koby Crammer, Yasin Abbasi-Yadkori |
| 2014 | ICML | One Practical Algorithm for Both Stochastic and Adversarial Bandits. | Yevgeny Seldin, Aleksandrs Slivkins |
| 2013 | COLT | Open Problem: Adversarial Multiarmed Bandits with Limited Advice. | Yevgeny Seldin, Koby Crammer, Peter L. Bartlett |
| 2012 | UAI | PAC-Bayesian Inequalities for Martingales. | Yevgeny Seldin, Franois Laviolette, Nicol Cesa-Bianchi, John Shawe-Taylor, Peter Auer |
| 2008 | ICML | Multi-classification by categorical features via clustering. | Yevgeny Seldin, Naftali Tishby |
| 2001 | ICML | Unsupervised Sequence Segmentation by a Mixture of Switching Variable Memory Markov Sources. | Yevgeny Seldin, Gill Bejerano, Naftali Tishby |