Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2111.05008
Cited By
Misspecified Gaussian Process Bandit Optimization
9 November 2021
Ilija Bogunovic
Andreas Krause
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Misspecified Gaussian Process Bandit Optimization"
13 / 13 papers shown
Title
Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?
Hwanwoo Kim
Chong Liu
Yuxin Chen
30
0
0
13 Jun 2025
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal
Juliusz Ziomek
Masaki Adachi
Michael A. Osborne
93
1
0
14 Oct 2024
Kernel
ε
ε
ε
-Greedy for Multi-Armed Bandits with Covariates
Sakshi Arya
Bharath K. Sriperumbudur
139
0
0
29 Jun 2023
Self-Correcting Bayesian Optimization through Bayesian Active Learning
Carl Hvarfner
E. Hellsten
Frank Hutter
Luigi Nardi
GP
90
16
0
21 Apr 2023
Does Sparsity Help in Learning Misspecified Linear Bandits?
Jialin Dong
Lin F. Yang
70
1
0
29 Mar 2023
HyperBO+: Pre-training a universal prior for Bayesian optimization with hierarchical Gaussian processes
Z. Fan
Xinran Han
Zehao Wang
91
4
0
20 Dec 2022
Near-optimal Policy Identification in Active Reinforcement Learning
Xiang Li
Viraj Mehta
Johannes Kirschner
I. Char
Willie Neiswanger
J. Schneider
Andreas Krause
Ilija Bogunovic
OffRL
85
6
0
19 Dec 2022
Optimization on Manifolds via Graph Gaussian Processes
Hwanwoo Kim
D. Sanz-Alonso
Ruiyi Yang
96
2
0
20 Oct 2022
Graph Neural Network Bandits
Parnian Kassraie
Andreas Krause
Ilija Bogunovic
100
12
0
13 Jul 2022
A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits
Ilija Bogunovic
Zihan Li
Andreas Krause
Jonathan Scarlett
79
9
0
03 Feb 2022
Meta-Learning Hypothesis Spaces for Sequential Decision-making
Parnian Kassraie
Jonas Rothfuss
Andreas Krause
OffRL
117
6
0
01 Feb 2022
Pre-trained Gaussian processes for Bayesian optimization
Zehao Wang
George E. Dahl
Kevin Swersky
Chansoo Lee
Zachary Nado
Justin Gilmer
Jasper Snoek
Zoubin Ghahramani
151
46
0
16 Sep 2021
Tight Regret Bounds for Bayesian Optimization in One Dimension
Jonathan Scarlett
189
29
0
30 May 2018
1