conftrace_

class probability estimation

11 papers

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Also known as

CPE

Co-occurring keywords · papers mentioning both

binary classification (4) proper loss (3) composite loss (2) proper scoring rule (2) bipartite ranking (2) probability estimation (2) supervised learning (2) regret bound (1) boosting algorithm (1) loss function (1)

Papers

Calm Composite Losses: Being Improper Yet Proper Composite AISTATS 2025 Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice ICML 2023 Consistency and Finite Sample Behavior of Binary Class Probability Estimation AAAI 2021 Bipartite Ranking: a Risk-Theoretic Perspective JMLR 2016 Differential Geometric Regularization for Supervised Learning of Classifiers ICML 2016 Linking losses for density ratio and class-probability estimation ICML 2016 Learning from Corrupted Binary Labels via Class-Probability Estimation ICML 2015 GEV-Canonical Regression for Accurate Binary Class Probability Estimation when One Class is Rare ICML 2014 On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation NeurIPS 2013 Convexity of Proper Composite Binary Losses AISTATS 2010 Boosted Classification Trees and Class Probability/Quantile Estimation JMLR 2007