conftrace_

non-parametric classification

7 papers

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Co-occurring keywords

minimax optimal (90) minimax-optimal rate (4) contrastive estimation (7) local voting classifier (1) minimax-optimal error (2) expand-and-sparsify representation (1) locally weighted average classifier (1) nearest neighbour retrieval (1) locally weighted average (1) consistency guarantee (12)

Papers

Non-parametric classification via expand-and-sparsify representation NIPS 2024
A Two-Stage Active Learning Algorithm for k-Nearest Neighbors ICML 2023
On Error and Compression Rates for Prototype Rules AAAI 2023
Minimax optimal approaches to the label shift problem in non-parametric settings JMLR 2022
Robustness for Non-Parametric Classification: A Generic Attack and Defense AISTATS 2020
Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR 2018
Entropic Graph Regularization in Non-Parametric Semi-Supervised Classification NIPS 2009