Robust Super-Level Set Estimation using Gaussian Processes

Robust Super-Level Set Estimation using Gaussian Processes

25 November 2018

Mykel J. Kochenderfer

Papers citing "Robust Super-Level Set Estimation using Gaussian Processes"

10 / 10 papers shown

Title
Adaptive Defective Area Identification in Material Surface Using Active Transfer Learning-based Level Set Estimation S. Hozumi Kentaro Kutsukake Kota Matsui Syunya Kusakawa T. Ujihara Ichiro Takeuchi 27 4 0 03 Apr 2023
HiddenGems: Efficient safety boundary detection with active learning Aleksandar Petrov Carter Fang Khang Minh Pham Y. Eng J. Fu S. Pendleton 55 2 0 25 Oct 2022
Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation Benjamin Letham Phillip Guan Chase Tymms E. Bakshy Michael Shvartsman 35 10 0 18 Mar 2022
Bayesian Optimization for Distributionally Robust Chance-constrained Problem Yu Inatsu Shion Takeno Masayuki Karasuyama Ichiro Takeuchi 30 13 0 31 Jan 2022
Nearly Optimal Algorithms for Level Set Estimation Blake Mason Romain Camilleri Subhojyoti Mukherjee Kevin G. Jamieson Robert D. Nowak Lalit P. Jain 32 22 0 02 Nov 2021
Optimal subgroup selection Henry W. J. Reeve T. Cannings R. Samworth 75 8 0 02 Sep 2021
High Dimensional Level Set Estimation with Bayesian Neural Network Huong Ha Sunil R. Gupta Santu Rana Svetha Venkatesh 43 9 0 17 Dec 2020
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling Benedikt Boecking Willie Neiswanger Eric Xing A. Dubrawski NoLa OffRL 28 68 0 11 Dec 2020
Bayesian Experimental Design for Finding Reliable Level Set under Input Uncertainty S. Iwazaki Yu Inatsu Ichiro Takeuchi 28 15 0 26 Oct 2019
Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation Ilija Bogunovic Jonathan Scarlett Andreas Krause V. Cevher 72 89 0 24 Oct 2016