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Jonathan Scarlett

A General Framework for Clustering and Distribution Matching with Bandit Feedback

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Sep 08, 2024
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Robust Instance Optimal Phase-Only Compressed Sensing

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Aug 12, 2024
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Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization

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Jun 20, 2024
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No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints

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Jun 05, 2024
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Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization

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Jan 11, 2024
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Approximate Message Passing with Rigorous Guarantees for Pooled Data and Quantitative Group Testing

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Sep 27, 2023
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Concomitant Group Testing

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Sep 08, 2023
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Communication-Constrained Bandits under Additive Gaussian Noise

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Apr 25, 2023
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Regret Bounds for Noise-Free Cascaded Kernelized Bandits

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Nov 10, 2022
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Benefits of Monotonicity in Safe Exploration with Gaussian Processes

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Nov 03, 2022
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