Robust Super-Level Set Estimation using Gaussian Processes

Robust Super-Level Set Estimation using Gaussian Processes

25 November 2018

Mykel J. Kochenderfer

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

13 / 13 papers shown

Title
Multi-Metric Adaptive Experimental Design under Fixed Budget with Validation Qining Zhang Tanner Fiez Yi Liu Wenyang Liu 66 0 0 03 Jun 2025
Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee Giang Ngo Dang Nguyen Dat Phan-Trong Sunil R. Gupta 67 2 0 26 Feb 2024
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 72 5 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 90 2 0 25 Oct 2022
Bayesian Optimization for Distributionally Robust Chance-constrained Problem Yu Inatsu Shion Takeno Masayuki Karasuyama Ichiro Takeuchi 68 13 0 31 Jan 2022
Nearly Optimal Algorithms for Level Set Estimation Blake Mason Romain Camilleri Subhojyoti Mukherjee Kevin Jamieson Robert D. Nowak Lalit P. Jain 80 23 0 02 Nov 2021
Optimal subgroup selection Henry W. J. Reeve T. Cannings R. Samworth 119 8 0 02 Sep 2021
Active learning for distributionally robust level-set estimation Yu Inatsu S. Iwazaki Ichiro Takeuchi 91 15 0 08 Feb 2021
High Dimensional Level Set Estimation with Bayesian Neural Network Huong Ha Sunil R. Gupta Santu Rana Svetha Venkatesh 95 10 0 17 Dec 2020
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling Benedikt Boecking Willie Neiswanger Eric Xing A. Dubrawski NoLa OffRL 113 70 0 11 Dec 2020
A Programmable Approach to Neural Network Compression Vinu Joseph Saurav Muralidharan Animesh Garg M. Garland Ganesh Gopalakrishnan 61 10 0 06 Nov 2019
Bayesian Experimental Design for Finding Reliable Level Set under Input Uncertainty S. Iwazaki Yu Inatsu Ichiro Takeuchi 61 16 0 26 Oct 2019
Active learning for level set estimation under cost-dependent input uncertainty Yu Inatsu Masayuki Karasuyama Keiichi Inoue Ichiro Takeuchi 40 5 0 13 Sep 2019