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Julyan Arbel

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Logarithmic Regret for Unconstrained Submodular Maximization Stochastic Bandit

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Oct 11, 2024
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Just rotate it! Uncertainty estimation in closed-source models via multiple queries

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May 22, 2024
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Covariance-Adaptive Least-Squares Algorithm for Stochastic Combinatorial Semi-Bandits

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Feb 23, 2024
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Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI

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Feb 06, 2024
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Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review

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Nov 20, 2023
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Something for (almost) nothing: Improving deep ensemble calibration using unlabeled data

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Oct 04, 2023
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A Primer on Bayesian Neural Networks: Review and Debates

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Sep 28, 2023
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The fine print on tempered posteriors

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Sep 11, 2023
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Hybrids of Constraint-based and Noise-based Algorithms for Causal Discovery from Time Series

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Jun 14, 2023
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Cold Posteriors through PAC-Bayes

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Jun 22, 2022
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