conftrace_

level set estimation

13 papers

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Also known as

LSE

Co-occurring keywords

active learning (1301) acquisition function (129) cluster tree (9) density-based clustering (29) bayesian optimization (624) kernel density estimation (80) gaussian process (1200) threshold bandit (2) look-ahead posterior (1) active sampling (21)

Papers

Practical Bayesian Algorithm Execution via Posterior Sampling NIPS 2024
Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee ACML 2023
Adaptive Clustering Using Kernel Density Estimators JMLR 2023
Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation AISTATS 2022
Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022
An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021
Active Learning for Distributionally Robust Level-Set Estimation ICML 2021
High Dimensional Level Set Estimation with Bayesian Neural Network AAAI 2021
DBSCAN: Optimal Rates For Density-Based Cluster Estimation JMLR 2019
Multiscale Gaussian Process Level Set Estimation AISTATS 2019
Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling COLT 2013
Stability of Density-Based Clustering JMLR 2012
Adaptive Density Level Set Clustering COLT 2011