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interpolating classifier

7 papers

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Co-occurring keywords · papers mentioning both

manifold-hilbert kernel (1) adversarial distribution (1) margin classifier (1) decision stump (1) high-dimensional classification (1) regularized least square (1) sub-gaussian mixture (1) kernel methods (1) random partition (1) weak consistency (1)

Papers

Classification in the high dimensional Anisotropic mixture framework: A new take on Robust Interpolation JMLR 2025 Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers AISTATS 2024 Interpolating Classifiers Make Few Mistakes JMLR 2023 Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel NeurIPS 2022 Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation NeurIPS 2021 Good Classifiers are Abundant in the Interpolating Regime AISTATS 2021 Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers JMLR 2017