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Communication-Constrained Bandits under Additive Gaussian Noise


Apr 25, 2023
Prathamesh Mayekar, Jonathan Scarlett, Vincent Y. F. Tan

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Regret Bounds for Noise-Free Cascaded Kernelized Bandits


Nov 10, 2022
Zihan Li, Jonathan Scarlett

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* 35 pages, 8 figures, preprint 

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Benefits of Monotonicity in Safe Exploration with Gaussian Processes


Nov 03, 2022
Arpan Losalka, Jonathan Scarlett

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Max-Quantile Grouped Infinite-Arm Bandits


Oct 04, 2022
Ivan Lau, Yan Hao Ling, Mayank Shrivastava, Jonathan Scarlett

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Theoretical Perspectives on Deep Learning Methods in Inverse Problems


Jun 29, 2022
Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar

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Model-Based and Graph-Based Priors for Group Testing


May 24, 2022
Ivan Lau, Jonathan Scarlett, Yang Sun

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Generative Principal Component Analysis


Mar 18, 2022
Zhaoqiang Liu, Jiulong Liu, Subhroshekhar Ghosh, Jun Han, Jonathan Scarlett

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* ICLR 2022 paper + additional appendix on algorithm-independent lower bounds 

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Order-Optimal Error Bounds for Noisy Kernel-Based Bayesian Quadrature


Feb 22, 2022
Xu Cai, Chi Thanh Lam, Jonathan Scarlett

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Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning


Feb 08, 2022
Sattar Vakili, Jonathan Scarlett, Da-shan Shiu, Alberto Bernacchia

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A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits


Feb 03, 2022
Ilija Bogunovic, Zihan Li, Andreas Krause, Jonathan Scarlett

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* Preprint 

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