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classification noise

11 papers

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Co-occurring keywords · papers mentioning both

active learning (4) pac learning (3) sample complexity (3) noise tolerance (2) random classification noise (2) boosting algorithm (2) massart noise (2) linear separator (2) statistical query (2) statistical learning (2)

Papers

Testing Noise Assumptions of Learning Algorithms COLT 2026 Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise COLT 2023 Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice ICML 2023 Communication-Aware Collaborative Learning AAAI 2021 Predicting with Distributions COLT 2017 Efficient Learning of Linear Separators under Bounded Noise COLT 2015 Activized Learning with Uniform Classification Noise ICML 2013 Efficient Semi-supervised and Active Learning of Disjunctions ICML 2013 Learning with Noisy Labels NeurIPS 2013 Statistical Active Learning Algorithms NeurIPS 2013 Adaptive Martingale Boosting NeurIPS 2008