bayes classifier

Regimes of No Gain in Multi-class Active Learning JMLR 2024 SCOD: From Heuristics to Theory ECCV 2024 SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning ICML 2024 Does Label Differential Privacy Prevent Label Inference Attacks? AISTATS 2023 Optimal Strategies for Reject Option Classifiers JMLR 2023 Multiclass classification for Hawkes processes UAI 2022 Nuances in Margin Conditions Determine Gains in Active Learning AISTATS 2022 Learning with Feature-Dependent Label Noise: A Progressive Approach ICLR 2021 Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification NeurIPS 2019 Fluid Dynamics Models for Low Rank Discriminant Analysis AISTATS 2010 Some Discriminant-Based PAC Algorithms JMLR 2006 Some Theory for Generalized Boosting Algorithms JMLR 2006