Yevgeny Seldin
Yevgeny Seldin

Associate Professor


  1. 2020
  2. Accepted/In press

    An optimal algorithm for adversarial bandits with arbitrary delays

    Zimmert, Julian Ulf & Seldin, Yevgeny, 2020, (Accepted/In press) Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  3. Published

    Nonstochastic multiarmed bandits with unrestricted delays

    Thune, Tobias Sommer, Cesa-Bianchi, N. & Seldin, Yevgeny, 2020, Advances in Neural Information Processing Systems (NeurIPS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearch

  4. Accepted/In press

    Tsallis-INF: An optimal algorithm for stochastic and adversarial bandits

    Zimmert, Julian Ulf & Seldin, Yevgeny, 2020, (Accepted/In press) In : Journal of Machine Learning Research.

    Research output: Contribution to journalJournal articleResearchpeer-review

  5. 2019
  6. Published

    An Optimal Algorithm for Stochastic and Adversarial Bandits

    Zimmert, Julian Ulf & Seldin, Yevgeny, 2019, Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS). Proceedings of Machine Learning Research

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  7. Published

    On PAC-Bayesian bounds for random forests

    Lorenzen, Stephan Sloth, Igel, Christian & Seldin, Yevgeny, 2019, In : Machine Learning. 108, 8-9, p. 1503-1522

    Research output: Contribution to journalJournal articleResearchpeer-review

  8. 2018
  9. Published

    Adaptation to Easy Data in Prediction with Limited Advice

    Thune, Tobias Sommer & Seldin, Yevgeny, 2018, Advances in Neural Information Processing Systems (NeurIPS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  10. Published

    Factored Bandits

    Zimmert, Julian Ulf & Seldin, Yevgeny, 2018, Advances in Neural Information Processing Systems (NeurIPS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  11. 2017
  12. Published

    A strongly quasiconvex PAC-Bayesian bound

    Thiemann, N., Igel, Christian, Wintenberger, O. & Seldin, Yevgeny, 2017, Proceedings of International Conference on Algorithmic Learning Theory, 15-17 October 2017, Kyoto University, Kyoto, Japan . Hanneke, S. & Reyzin, L. (eds.). Proceedings of Machine Learning Research, p. 466-492 (Proceedings of Machine Learning Research, Vol. 76).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  13. Published

    An improved parametrization and analysis of the EXP3++ algorithm for stochastic and adversarial bandits

    Seldin, Yevgeny & Lugosi, G., 2017, Proceedings of Conference on Learning Theory, 7-10 July 2017, Amsterdam, Netherlands. Kale, S. & Shamir, O. (eds.). Proceedings of Machine Learning Research, p. 1743-1759 (Proceedings of Machine Learning Research, Vol. 65).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  14. 2016
  15. Published

    An improved multileaving algorithm for online ranker evaluation

    Brost, B., Cox, Ingemar Johansson, Seldin, Yevgeny & Lioma, Christina, 2016, Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval: SIGIR '16. Association for Computing Machinery, p. 745-748 4 p.

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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