High-Dimensional Experimental Design and Kernel Bandits

12 May 2021

Papers citing "High-Dimensional Experimental Design and Kernel Bandits"

18 / 18 papers shown

Title
Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance S. Iwazaki Shion Takeno 83 1 0 10 Feb 2025
Enhancing Preference-based Linear Bandits via Human Response Time Shen Li Yuyang Zhang Zhaolin Ren Claire Liang Na Li J. Shah 42 0 0 03 Jan 2025
Lower Bounds for Time-Varying Kernelized Bandits Xu Cai Jonathan Scarlett 41 0 0 22 Oct 2024
Online Network Source Optimization with Graph-Kernel MAB Laura Toni P. Frossard 31 1 0 07 Jul 2023
(Private) Kernelized Bandits with Distributed Biased Feedback Fengjiao Li Xingyu Zhou Bo Ji 35 5 0 28 Jan 2023
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits Kyoungseok Jang Chicheng Zhang Kwang-Sung Jun 38 14 0 25 Oct 2022
Online SuBmodular + SuPermodular (BP) Maximization with Bandit Feedback Adhyyan Narang Omid Sadeghi Lillian J. Ratliff Maryam Fazel J. Bilmes OffRL 18 1 0 07 Jul 2022
Active Learning with Safety Constraints Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin G. Jamieson 28 12 0 22 Jun 2022
Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces Mojmír Mutný Andreas Krause 35 11 0 26 May 2022
Instance-Dependent Regret Analysis of Kernelized Bandits S. Shekhar T. Javidi 27 3 0 12 Mar 2022
Efficient Kernel UCB for Contextual Bandits Houssam Zenati A. Bietti Eustache Diemert Julien Mairal Matthieu Martin Pierre Gaillard 29 3 0 11 Feb 2022
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning Sattar Vakili Jonathan Scarlett Da-shan Shiu A. Bernacchia 33 18 0 08 Feb 2022
An Experimental Design Approach for Regret Minimization in Logistic Bandits Blake Mason Kwang-Sung Jun Lalit P. Jain 29 10 0 04 Feb 2022
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 57 43 0 09 Nov 2021
Nearly Optimal Algorithms for Level Set Estimation Blake Mason Romain Camilleri Subhojyoti Mukherjee Kevin G. Jamieson Robert D. Nowak Lalit P. Jain 30 22 0 02 Nov 2021
Collaborative Pure Exploration in Kernel Bandit Yihan Du Wei Chen Yuko Kuroki Longbo Huang 45 10 0 29 Oct 2021
Near Instance Optimal Model Selection for Pure Exploration Linear Bandits Yinglun Zhu Julian Katz-Samuels Robert D. Nowak 38 6 0 10 Sep 2021
Pure Exploration in Kernel and Neural Bandits Yinglun Zhu Dongruo Zhou Ruoxi Jiang Quanquan Gu Rebecca Willett Robert D. Nowak 13 15 0 22 Jun 2021