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tsybakov noise

8 papers

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Co-occurring keywords · papers mentioning both

active learning (6) massart noise (3) label complexity (3) pac learning (2) classification with queries (1) theoretical characterization (1) reliability guarantee (1) conditional regret (1) zero-one estimation error (1) agnostic to realizable reduction (1)

Papers

Enhanced H-Consistency Bounds ALT 2025 Representation Preserving Multiclass Agnostic to Realizable Reduction ICML 2025 Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach AISTATS 2024 Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov Noise COLT 2021 Noise-tolerant, Reliable Active Classification with Comparison Queries COLT 2020 Optimal rates for stochastic convex optimization under Tsybakov noise condition ICML 2013 Active Learning with a Drifting Distribution NeurIPS 2011 Multi-View Active Learning in the Non-Realizable Case NeurIPS 2010