Search Results - Rodríguez-Gálvez, Borja

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  1. 1
    Thompson Sampling Regret Bounds for Contextual Bandits with sub-Gaussian rewards

    Thompson Sampling Regret Bounds for Contextual Bandits with sub-Gaussian rewards by Gouverneur, Amaury, Rodriguez-Galvez, Borja, Oechtering, Tobias J., Skoglund, Mikael

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  2. 2
    The Convex Information Bottleneck Lagrangian

    The Convex Information Bottleneck Lagrangian by Rodríguez Gálvez, Borja, Thobaben, Ragnar, Skoglund, Mikael

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  3. 3
    More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity

    More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity by Rodríguez Gálvez, Borja, Thobaben, Ragnar, Skoglund, Mikael

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  4. 4
    Fluid accumulation and major adverse kidney events in sepsis: a multicenter observational study

    Fluid accumulation and major adverse kidney events in sepsis: a multicenter observational study by Mele, Alessandro, Cerminara, Emanuele, Häbel, Henrike, Rodriguez-Galvez, Borja, Oldner, Anders, Nelson, David, Gårdh, Johannes, Thobaben, Ragnar, Jonmarker, Sandra, Cronhjort, Maria, Hollenberg, Jacob, Mårtensson, Johan

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  5. 5
    Upper Bounds on the Generalization Error of Private Algorithms for Discrete Data

    Upper Bounds on the Generalization Error of Private Algorithms for Discrete Data by Rodriguez-Galvez, Borja, Bassi, German, Skoglund, Mikael

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  6. 6
    Upper Bounds on the Generalization Error of Private Algorithms for Discrete Data

    Upper Bounds on the Generalization Error of Private Algorithms for Discrete Data by Rodríguez-Gálvez, Borja, Bassi, Germán, Skoglund, Mikael

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  7. 7
    On Information Theoretic Fairness: Compressed Representations With Perfect Demographic Parity

    On Information Theoretic Fairness: Compressed Representations With Perfect Demographic Parity by Zamani, Amirreza, Rodríguez-Gálvez, Borja, Skoglund, Mikael

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  8. 8
    An Information-Theoretic Approach to Generalization Theory

    An Information-Theoretic Approach to Generalization Theory by Rodríguez-Gálvez, Borja, Thobaben, Ragnar, Skoglund, Mikael

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  9. 9
    More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity

    More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity by Rodríguez-Gálvez, Borja, Thobaben, Ragnar, Skoglund, Mikael

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  10. 10
    The Convex Information Bottleneck Lagrangian

    The Convex Information Bottleneck Lagrangian by Rodríguez-Gálvez, Borja, Thobaben, Ragnar, Skoglund, Mikael

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  11. 11
    On Random Subset Generalization Error Bounds and the Stochastic Gradient Langevin Dynamics Algorithm

    On Random Subset Generalization Error Bounds and the Stochastic Gradient Langevin Dynamics Algorithm by Rodríguez-Gálvez, Borja, Bassi, Germán, Thobaben, Ragnar, Skoglund, Mikael

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  12. 12
    An Information-Theoretic Analysis of Thompson Sampling for Logistic Bandits

    An Information-Theoretic Analysis of Thompson Sampling for Logistic Bandits by Gouverneur, Amaury, Rodríguez-Gálvez, Borja, Oechtering, Tobias J, Skoglund, Mikael

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  13. 13
    A Coding-Theoretic Analysis of Hyperspherical Prototypical Learning Geometry

    A Coding-Theoretic Analysis of Hyperspherical Prototypical Learning Geometry by Lindström, Martin, Rodríguez-Gálvez, Borja, Thobaben, Ragnar, Skoglund, Mikael

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  14. 14
    A note on generalization bounds for losses with finite moments

    A note on generalization bounds for losses with finite moments by Rodríguez-Gálvez, Borja, Rivasplata, Omar, Thobaben, Ragnar, Skoglund, Mikael

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  15. 15
    Chained Information-Theoretic bounds and Tight Regret Rate for Linear Bandit Problems

    Chained Information-Theoretic bounds and Tight Regret Rate for Linear Bandit Problems by Gouverneur, Amaury, Rodríguez-Gálvez, Borja, Oechtering, Tobias J, Skoglund, Mikael

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  16. 16
    A Variational Approach to Privacy and Fairness

    A Variational Approach to Privacy and Fairness by Rodríguez-Gálvez, Borja, Thobaben, Ragnar, Skoglund, Mikael

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  17. 17
    Thompson Sampling Regret Bounds for Contextual Bandits with sub-Gaussian rewards

    Thompson Sampling Regret Bounds for Contextual Bandits with sub-Gaussian rewards by Gouverneur, Amaury, Rodríguez-Gálvez, Borja, Oechtering, Tobias J, Skoglund, Mikael

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  18. 18
    A Note on Generalization Bounds for Losses with Finite Moments

    A Note on Generalization Bounds for Losses with Finite Moments by Rodriguez-Galvez, Borja, Rivasplata, Omar, Thobaben, Ragnar, Skoglund, Mikael

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  19. 19
    Information-Theoretic Minimax Regret Bounds for Reinforcement Learning based on Duality

    Information-Theoretic Minimax Regret Bounds for Reinforcement Learning based on Duality by Bongole, Raghav, Gouverneur, Amaury, Rodríguez-Gálvez, Borja, Oechtering, Tobias J, Skoglund, Mikael

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  20. 20
    An Information-Theoretic Analysis of Bayesian Reinforcement Learning

    An Information-Theoretic Analysis of Bayesian Reinforcement Learning by Gouverneur, Amaury, Rodríguez-Gálvez, Borja, Oechtering, Tobias J, Skoglund, Mikael

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