conftrace_

bayes classifier

9 papers

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Co-occurring keywords

nonparametric classification (14) passive learning (15) multi-class classification (280) active learning (1301) label differential privacy (4) hawkes process (90) randomized decision rule (1) multi-class setting (2) equal opportunity (13) model privacy (25)

Papers

Regimes of No Gain in Multi-class Active Learning JMLR 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
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification NIPS 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