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Conference

Maximizing the Success Probability of Policy Allocations in Online Systems

Subjects: Information Retrieval (cs.IR); Computer Science and Game Theory (cs.GT); Machine Learning (cs.LG)VancouverVancouver, Canada

  • Source: AAAI2024 ; https://hal.science/hal-04413174 ; AAAI2024, Feb 2024, Vancouver, Canada. ⟨10.48550/arXiv.2312.16267⟩

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Conference

Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Machine Learning (stat.ML)VancouvertVancouvert, Canada

  • Source: 38th AAAI Conference on Artificial Intelligence (AAAI-24)https://hal.science/hal-0448064938th AAAI Conference on Artificial Intelligence (AAAI-24), Feb 2024,

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Conference

Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); FOS: Computer and information sciencesVancouverVancouver, Canada

  • Source: The 38th Annual AAAI Conference on Artificial Intelligence ; https://hal.science/hal-04425481 ; The 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024,

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Conference

A lower bound and a near-optimal algorithm for bilevel empirical risk minimization

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Optimization and Control (math.OC)Valencia; Spain

  • Source: International Conference on Artificial Intelligence and Statistics (AISTATS) ; https://hal.science/hal-04302861 ; International Conference on Artificial Intelligence and

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