conftrace_

class probability estimation

8 papers

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Also known as

CPE

Co-occurring keywords

binary classification (678) proper loss (26) proper scoring rule (24) bipartite ranking (23) probability estimation (48) regret bound (1926) boosting algorithm (78) loss function (462) convex loss function (19) composite loss (4)

Papers

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
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 NIPS 2013
Convexity of Proper Composite Binary Losses AISTATS 2010
Boosted Classification Trees and Class Probability/Quantile Estimation JMLR 2007