conftrace_

agnostic setting

10 papers

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Co-occurring keywords · papers mentioning both

realizable setting (3) disagreement coefficient (2) vc dimension (2) sample complexity (2) privacy parameter (1) rejection mass (1) expected regret (1) universal rate (1) combinatorial dimension (1) private learnability (1)

Papers

Agnostic Private Density Estimation for GMMs via List Global Stability ALT 2025 A Trichotomy for List Transductive Online Learning ICML 2025 For Universal Multiclass Online Learning, Bandit Feedback and Full Supervision are Equivalent ALT 2025 Private Realizable-to-Agnostic Transformation with Near-Optimal Sample Complexity COLT 2025 Towards Fundamental Limits for Active Multi-distribution Learning COLT 2025 Universal Rates of ERM for Agnostic Learning COLT 2025 Multiclass Transductive Online Learning NeurIPS 2024 Optimal Convergence Rates for Agnostic Nyström Kernel Learning ICML 2023 The Relationship Between Agnostic Selective Classification, Active Learning and the Disagreement Coefficient JMLR 2019 On the Interpretability of Conditional Probability Estimates in the Agnostic Setting AISTATS 2017