Truncated Variance Reduction: A Unified Approach to Bayesian
Optimization and Level-Set Estimation

Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation

24 October 2016

Ilija Bogunovic

Jonathan Scarlett

Papers citing "Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation"

12 / 12 papers shown

Title
Variational Search Distributions Daniel M. Steinberg Rafael Oliveira Cheng Soon Ong Edwin V. Bonilla 27 0 0 10 Sep 2024
Practical Path-based Bayesian Optimization Jose Pablo Folch J. Odgers Shiqiang Zhang Robert M. Lee B. Shafei David Walz Calvin Tsay Mark van der Wilk Ruth Misener 29 2 0 01 Dec 2023
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation Fengxue Zhang Jialin Song James Bowden Alexander Ladd Yisong Yue Thomas A. Desautels Yuxin Chen 25 6 0 25 Jul 2023
Online Subset Selection using $α$ -Core with no Augmented Regret Sourav Sahoo Siddhant Chaudhary S. Mukhopadhyay Abhishek Sinha OffRL 29 0 0 28 Sep 2022
Graph Neural Network Bandits Parnian Kassraie Andreas Krause Ilija Bogunovic 11 11 0 13 Jul 2022
Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization S. Petit Julien Bect E. Vázquez 22 1 0 07 Jun 2022
Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback Tianyi Lin Aldo Pacchiano Yaodong Yu Michael I. Jordan 11 0 0 15 May 2022
Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation Benjamin Letham Phillip Guan Chase Tymms E. Bakshy Michael Shvartsman 19 10 0 18 Mar 2022
Corruption-Tolerant Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause Jonathan Scarlett 22 51 0 04 Mar 2020
No-Regret Learning in Unknown Games with Correlated Payoffs Pier Giuseppe Sessa Ilija Bogunovic Maryam Kamgarpour Andreas Krause OffRL 10 39 0 18 Sep 2019
Tight Regret Bounds for Bayesian Optimization in One Dimension Jonathan Scarlett 24 27 0 30 May 2018
Bayesian Multi-Scale Optimistic Optimization Ziyun Wang B. Shakibi L. Jin Nando de Freitas 74 95 0 27 Feb 2014