margin condition

Near-Exponential Convergence Rates for kNN Classifications based on Boltzmann Margin UAI 2026 Contextual Bandits for Unbounded Context Distributions ICML 2025 Lasso Bandit with Compatibility Condition on Optimal Arm ICLR 2025 LC-Tsallis-INF: Generalized Best-of-Both-Worlds Linear Contextual Bandits AISTATS 2025 On Error and Compression Rates for Prototype Rules AAAI 2023 Improved Classification Rates for Localized SVMs JMLR 2022 Multiclass learning with margin: exponential rates with no bias-variance trade-off ICML 2022 Nuances in Margin Conditions Determine Gains in Active Learning AISTATS 2022 Regularized Contextual Bandits AISTATS 2019 Rate of Convergence of k-Nearest-Neighbor Classification Rule JMLR 2018 From Stochastic Mixability to Fast Rates NeurIPS 2014 Rates of Convergence for Nearest Neighbor Classification NeurIPS 2014 Mixability in Statistical Learning NeurIPS 2012