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Conference

Efficient preconditioned stochastic gradient descent for estimation in latent variable models

Subjects: [MATH]Mathematics [math]Honolulu (Hawaii); USA; United States

  • Source: 40th International Conference on Machine Learning (https://hal.inrae.fr/hal-0434727640th International Conference on Machine Learning (, Jul 2023, Honolulu (Hawaii), USA,

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Conference

Algorithmic fairness verification with graphical models

Subjects: [SHS.PHIL]Humanities and Social Sciences/Philosophy; [SHS.HISPHILSO]Humanities and Social Sciences/History; Philosophy and Sociology of SciencesVirtual; United States

  • Source: AAAI-2022 - 36th AAAI Conference on Artificial Intelligence ; https://hal.science/hal-03770361 ; AAAI-2022 - 36th AAAI Conference on Artificial Intelligence, Feb 2022, Virtual,

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Conference

IMED-RL: Regret optimal learning of ergodic Markov decision processes

Subjects: [INFO]Computer Science [cs]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]New-Orleans; United States

  • Source: NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems ; https://hal.science/hal-03825423 ; NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems,

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Conference

An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees

Subjects: [MATH]Mathematics [math]; [STAT]Statistics [stat]Baltimore; United States

  • Source: Proceedings of the 39th International Conference on Machine Learning ; https://inria.hal.science/hal-03526257 ; Proceedings of the 39th International Conference on Machine Learning, Jul 2022,

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Conference

Variable selection with Multi-Layer Group Lasso

Subjects: [MATH]Mathematics [math]Virtual; United States

  • Source: useR! 2022 ; https://inria.hal.science/hal-03942579 ; useR! 2022, Jun 2022, Virtual, United States

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Conference

Robust Kernel Density Estimation with Median-of-Means principle

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Baltimore; United States

  • Source: ICML 2022 - The 39th International Conference on Machine Learning (ICML) ; https://hal.science/hal-02882092 ; ICML 2022 - The 39th International Conference on Machine Learning (ICML), Jul 2022,

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Conference

Procrastinated Tree Search: Black-box Optimization with Delayed, Noisy, and Multi-fidelity Feedback

Subjects: Monte-Carlo Tree-Search; Bandit algorithms; Delayed FeedbackVirtual; United States

  • Source: AAAI Conference on Artificial Intelligence ; https://hal.science/hal-03445909 ; AAAI Conference on Artificial Intelligence, Feb 2022, Virtual, United States.

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Conference

When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits

Subjects: Differential privacy; Multiarmed bandit; Linear banditsNew Orleans; United States

  • Source: Advances in Neural Information Processing Systems ; https://hal.science/hal-03781600 ; Advances in Neural Information Processing Systems, Dec 2022, New Orleans, United

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Conference

Indexed Minimum Empirical Divergence for Unimodal Bandits

Subjects: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]Virtual-only Conference; United StatesVirtual-only Conference, United States

  • Source: NeurIPS 2021 - International Conference on Neural Information Processing Systems ; https://hal.science/hal-03446617 ; NeurIPS 2021 - International Conference on Neural Information Processing Systems,

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