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Adapting to Delays and Data in Adversarial Multi-Armed Bandits


Oct 12, 2020
András György, Pooria Joulani


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Provably Efficient Adaptive Approximate Policy Iteration


Mar 15, 2020
Botao Hao, Nevena Lazic, Yasin Abbasi-Yadkori, Pooria Joulani, Csaba Szepesvari


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A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds


Sep 08, 2017
Pooria Joulani, András György, Csaba Szepesvári

* Accepted to The 28th International Conference on Algorithmic Learning Theory (ALT 2017). 40 pages 

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Fast Cross-Validation for Incremental Learning


Jun 30, 2015
Pooria Joulani, András György, Csaba Szepesvári

* Appearing in the International Joint Conference on Artificial Intelligence (IJCAI-2015), Buenos Aires, Argentina, July 2015 

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Online Learning under Delayed Feedback


Jun 05, 2013
Pooria Joulani, András György, Csaba Szepesvári

* Extended version of a paper accepted to ICML-2013 

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