conftrace_

expected loss

9 papers

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Co-occurring keywords

learning theory (519) domain adaptation (4595) transfer learning (5449) multi-source learning (48) arm elimination (5) conditional value at risk (50) loss distribution (5) mode finding (6) multiple inference (2) diverse solution (12)

Papers

The Risks of Recourse in Binary Classification AISTATS 2024
A Survey of Learning Criteria Going beyond the Usual Risk (Abstract Reprint) AAAI 2024
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss NIPS 2024
Best Model Identification: A Rested Bandit Formulation ICML 2021
Learning Bounds for Risk-sensitive Learning NIPS 2020
Solving Multiple Inference by Minimizing Expected Loss PGM 2020
GLASSES: Relieving The Myopia Of Bayesian Optimisation AISTATS 2016
Learning from Multiple Sources JMLR 2008
Learning from Multiple Sources NIPS 2006