level set estimation

Bagged k-Distance for Mode-Based Clustering Using the Probability of Localized Level Sets JMLR 2025 Practical Bayesian Algorithm Execution via Posterior Sampling NeurIPS 2024 Robust Transfer Learning for Active Level Set Estimation with Locally Adaptive Gaussian Process Prior ACML 2024 Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee ACML 2023 Adaptive Clustering Using Kernel Density Estimators JMLR 2023 Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation ICML 2023 Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation AISTATS 2022 Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022 Active Learning for Distributionally Robust Level-Set Estimation ICML 2021 An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021 High Dimensional Level Set Estimation with Bayesian Neural Network AAAI 2021 DBSCAN: Optimal Rates For Density-Based Cluster Estimation JMLR 2019 DBSCAN++: Towards fast and scalable density clustering ICML 2019 Multiscale Gaussian Process Level Set Estimation AISTATS 2019 Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation NeurIPS 2016 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