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Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality


Jun 20, 2022
Teodor V. Marinov, Mehryar Mohri, Julian Zimmert


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The Pareto Frontier of model selection for general Contextual Bandits


Oct 25, 2021
Teodor V. Marinov, Julian Zimmert


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Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning


Jul 02, 2021
Christoph Dann, Teodor V. Marinov, Mehryar Mohri, Julian Zimmert


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Corralling Stochastic Bandit Algorithms


Jun 28, 2020
Raman Arora, Teodor V. Marinov, Mehryar Mohri


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Private Stochastic Convex Optimization: Efficient Algorithms for Non-smooth Objectives


Feb 22, 2020
Raman Arora, Teodor V. Marinov, Enayat Ullah


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Bandits with Feedback Graphs and Switching Costs


Jul 29, 2019
Raman Arora, Teodor V. Marinov, Mehryar Mohri


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Policy Regret in Repeated Games


Nov 09, 2018
Raman Arora, Michael Dinitz, Teodor V. Marinov, Mehryar Mohri

* To appear at NIPS 2018; 25 pages 

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Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features


Aug 02, 2018
Enayat Ullah, Poorya Mianjy, Teodor V. Marinov, Raman Arora

* 38 pages, 2 figures 

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Stochastic Approximation for Canonical Correlation Analysis


Feb 26, 2018
Raman Arora, Teodor V. Marinov, Poorya Mianjy, Nathan Srebro


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