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classification noise

10 papers

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Co-occurring keywords

active learning (1301) sample complexity (1169) noise tolerance (21) boosting algorithm (78) linear separator (8) statistical query (50) pac learning (283) statistical learning (351) martingale boosting (1) confidence-rated predictions (2)

Papers

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
Learning with Noisy Labels NIPS 2013
Efficient Semi-supervised and Active Learning of Disjunctions ICML 2013
Activized Learning with Uniform Classification Noise ICML 2013
Statistical Active Learning Algorithms NIPS 2013
Adaptive Martingale Boosting NIPS 2008