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Louis Faury

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Jointly Efficient and Optimal Algorithms for Logistic Bandits

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Jan 19, 2022
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Regret Bounds for Generalized Linear Bandits under Parameter Drift

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Mar 09, 2021
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Improving Offline Contextual Bandits with Distributional Robustness

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Nov 13, 2020
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Self-Concordant Analysis of Generalized Linear Bandits with Forgetting

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Nov 02, 2020
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Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits

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Oct 23, 2020
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Improved Optimistic Algorithms for Logistic Bandits

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Feb 18, 2020
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Distributionally Robust Counterfactual Risk Minimization

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Jun 14, 2019
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Improving Evolutionary Strategies with Generative Neural Networks

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Jan 31, 2019
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Neural Generative Models for Global Optimization with Gradients

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Jun 14, 2018
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Rover Descent: Learning to optimize by learning to navigate on prototypical loss surfaces

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Feb 20, 2018
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