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Dylan J. Foster

Cornell University

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Publication

Featured researches published by Dylan J. Foster.

neural information processing systems | 2016

Learning in Games: Robustness of Fast Convergence

Dylan J. Foster; Zhiyuan Li; Thodoris Lykouris; Karthik Sridharan; Éva Tardos

neural information processing systems | 2015

Adaptive online learning

Dylan J. Foster; Alexander Rakhlin; Karthik Sridharan

international conference on machine learning | 2018

Practical Contextual Bandits with Regression Oracles

Dylan J. Foster; Alekh Agarwal; Miroslav Dudík; Haipeng Luo; Robert E. Schapire

neural information processing systems | 2017

Parameter-free online learning via model selection

Dylan J. Foster; Satyen Kale; Mehryar Mohri; Karthik Sridharan

neural information processing systems | 2018

Contextual bandits with surrogate losses: Margin bounds and efficient algorithms

Dylan J. Foster; Akshay Krishnamurthy

neural information processing systems | 2018

Uniform Convergence of Gradients for Non-Convex Learning and Optimization

Dylan J. Foster; Ayush Sekhari; Karthik Sridharan

neural information processing systems | 2018

Minimax Rates in Contextual Partial Monitoring

Alan Malek; Dylan J. Foster; Ali Jadbabaie; Alexander Rakhlin

international conference on artificial intelligence and statistics | 2018

Inference in Sparse Graphs with Pairwise Measurements and Side Information

Dylan J. Foster; Karthik Sridharan; Daniel Reichman

conference on learning theory | 2018

Online Learning: Sufficient Statistics and the Burkholder Method

Dylan J. Foster; Alexander Rakhlin; Karthik Sridharan

conference on learning theory | 2018

Logistic Regression: The Importance of Being Improper

Dylan J. Foster; Satyen Kale; Haipeng Luo; Mehryar Mohri; Karthik Sridharan

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Collaboration

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Karthik Sridharan

University of Pennsylvania

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Alexander Rakhlin

University of Pennsylvania

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Haipeng Luo

Princeton University

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Mehryar Mohri

Courant Institute of Mathematical Sciences

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Thodoris Lykouris

Cornell University

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Éva Tardos

Cornell University

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Satyen Kale

Yahoo!

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Zhiyuan Li

Tsinghua University

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Akshay Krishnamurthy

Carnegie Mellon University

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Alan Malek

Massachusetts Institute of Technology

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