conftrace_

class proportion estimation

3 papers

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Co-occurring keywords

domain adaptation (4595) anomaly rejection (1) labeled training datum (2) unlabeled testing datum (1) neural network (6616) non-parametric classification (7) minimax rate (87) nonparametric classification (14) label shift (53) distribution shift (722)

Papers

Minimax optimal approaches to the label shift problem in non-parametric settings JMLR 2022
Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting AAAI 2020
Class Proportion Estimation with Application to Multiclass Anomaly Rejection AISTATS 2014