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David Reeb

Tighter Confidence Bounds for Sequential Kernel Regression

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Mar 19, 2024
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Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures

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Sep 27, 2023
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PAC-Bayes Bounds for Bandit Problems: A Survey and Experimental Comparison

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Nov 29, 2022
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Utilizing Expert Features for Contrastive Learning of Time-Series Representations

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Jun 23, 2022
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PAC-Bayesian Lifelong Learning For Multi-Armed Bandits

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Mar 07, 2022
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SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning

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Oct 19, 2021
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Which Minimizer Does My Neural Network Converge To?

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Nov 04, 2020
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Beyond the Mean-Field: Structured Deep Gaussian Processes Improve the Predictive Uncertainties

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May 22, 2020
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Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds

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Oct 29, 2018
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