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Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation

Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation

International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
18 March 2022
Benjamin Letham
Phillip Guan
Chase Tymms
E. Bakshy
Michael Shvartsman
ArXiv (abs)PDFHTML

Papers citing "Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation"

5 / 5 papers shown
Dose-finding design based on level set estimation in phase I cancer clinical trials
Dose-finding design based on level set estimation in phase I cancer clinical trials
Keiichiro Seno
Kota Matsui
S. Iwazaki
Yu Inatsu
Shion Takeno
Shigeyuki Matsui
181
0
0
12 Apr 2025
An $(ε,δ)$-accurate level set estimation with a stopping criterion
An (ε,δ)(ε,δ)(ε,δ)-accurate level set estimation with a stopping criterion
Hideaki Ishibashi
Kota Matsui
Kentaro Kutsukake
H. Hino
274
0
0
26 Mar 2025
Mixed Likelihood Variational Gaussian Processes
Mixed Likelihood Variational Gaussian Processes
Kaiwen Wu
Craig Sanders
Benjamin Letham
Phillip Guan
286
1
0
06 Mar 2025
Active Learning for Level Set Estimation Using Randomized Straddle
  Algorithms
Active Learning for Level Set Estimation Using Randomized Straddle Algorithms
Yu Inatsu
Shion Takeno
Kentaro Kutsukake
Ichiro Takeuchi
235
5
0
06 Aug 2024
Response Time Improves Choice Prediction and Function Estimation for
  Gaussian Process Models of Perception and Preferences
Response Time Improves Choice Prediction and Function Estimation for Gaussian Process Models of Perception and Preferences
Michael Shvartsman
Benjamin Letham
Stephen L. Keeley
270
0
0
09 Jun 2023
1
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