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33 Results
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Poster
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Thu 14:00 |
Optimistic optimization of a Brownian Jean-Bastien Grill · Michal Valko · Remi Munos |
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Poster
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Thu 7:45 |
Factored Bandits Julian Zimmert · Yevgeny Seldin |
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Poster
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Wed 14:00 |
Online Learning with an Unknown Fairness Metric Stephen Gillen · Christopher Jung · Michael Kearns · Aaron Roth |
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Poster
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Thu 7:45 |
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms Dylan Foster · Akshay Krishnamurthy |
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Poster
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Thu 14:00 |
TopRank: A practical algorithm for online stochastic ranking Tor Lattimore · Branislav Kveton · Shuai Li · Csaba Szepesvari |
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Poster
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Thu 14:00 |
A Bandit Approach to Sequential Experimental Design with False Discovery Control Kevin Jamieson · Lalit Jain |
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Spotlight
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Wed 6:45 |
A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem Sampath Kannan · Jamie Morgenstern · Aaron Roth · Bo Waggoner · Zhiwei Steven Wu |
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Poster
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Thu 14:00 |
Multi-armed Bandits with Compensation Siwei Wang · Longbo Huang |
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Poster
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Thu 7:45 |
Maximizing acquisition functions for Bayesian optimization James Wilson · Frank Hutter · Marc Deisenroth |
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Poster
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Wed 14:00 |
Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features Mojmir Mutny · Andreas Krause |
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Poster
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Thu 14:00 |
An Information-Theoretic Analysis for Thompson Sampling with Many Actions Shi Dong · Benjamin Van Roy |
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Poster
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Thu 14:00 |
Differentially Private Contextual Linear Bandits Roshan Shariff · Or Sheffet |