conftrace_

exponential loss

10 papers

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Co-occurring keywords

convergence rate (607) logistic loss (30) weak learner (33) ensemble learning (1274) boosting algorithm (78) loss function (462) decision tree (322) empirical risk minimization (352) boosting convergence (1) weak learnability (3)

Papers

Lexicographic Optimization: Algorithms and Stability AISTATS 2024
Discovering Preference Optimization Algorithms with and for Large Language Models NIPS 2024
Boosting with Tempered Exponential Measures NIPS 2023
Fast margin maximization via dual acceleration ICML 2021
On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting JMLR 2016
Rademacher Observations, Private Data, and Boosting ICML 2015
The Rate of Convergence of AdaBoost JMLR 2013
The Rate of Convergence of Adaboost COLT 2011
The Fast Convergence of Boosting NIPS 2011
Variance Penalizing AdaBoost NIPS 2011