conftrace_

interpolating classifier

7 papers

Explore in graph

Co-occurring keywords

over-parameterized model (20) margin classifier (6) decision stump (6) high-dimensional classification (17) regularized least square (14) sub-gaussian mixture (3) kernel methods (1097) random partition (2) weak consistency (2) group distributional robustness (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 NIPS 2022
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation NIPS 2021
Good Classifiers are Abundant in the Interpolating Regime AISTATS 2021
Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers JMLR 2017