conftrace_

classification calibration

13 papers

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Also known as

CC

Co-occurring keywords

surrogate loss (94) proper loss (26) loss function (462) multiclass classification (181) binary classification (678) proper losses (2) probability calibration (57) surrogate losses (3) loss matrix (2) multiclass loss (3)

Papers

On Classification-Calibration of Gamma-Phi Losses COLT 2023
On Focal Loss for Class-Posterior Probability Estimation: A Theoretical Perspective CVPR 2021
Don’t Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification ICML 2021
On Symmetric Losses for Learning from Corrupted Labels ICML 2019
Learning with Average Top-k Loss NIPS 2017
Composite Multiclass Losses JMLR 2016
Convex Calibration Dimension for Multiclass Loss Matrices JMLR 2016
Consistency of structured output learning with missing labels ACML 2015
Classification Calibration Dimension for General Multiclass Losses NIPS 2012
Proper losses for learning from partial labels NIPS 2012
Composite Multiclass Losses NIPS 2011
Composite Binary Losses JMLR 2010
On the Efficient Minimization of Classification Calibrated Surrogates NIPS 2008