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  • 1-10 of  6,227 نتائج ل ""Mathematics and Statistics""

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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, Vancouvert, Canada.

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Conference

Subspace clustering sur données incomplètes

Subjects: clustering; Missing at Random data; subspace clusteringBordeaux; France

  • Source: 55èmes Journées de Statistiquehttps://hal.science/hal-0452909455èmes Journées de Statistique, SFDS, May 2024, Bordeaux, France

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Conference

Hidden But Essential Recipes for Successful Gaussian Process Metamodeling to Support Uncertainty Quantification in Numerical Simulation

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Trieste; Italy

  • Source: SIAM Conference on Uncertainty Quantification (UQ24) ; https://cea.hal.science/cea-04506392 ; SIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy

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Conference

Hidden But Essential Recipes for Successful Gaussian Process Metamodeling to Support Uncertainty Quantification in Numerical Simulation

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Trieste; Italy

  • Source: SIAM Conference on Uncertainty Quantification (UQ24) ; https://cea.hal.science/cea-04506392 ; SIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy

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Conference

Gaussian process regression: new hyperparameter estimation algorithm for more reliable prediction

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Trieste; Italy

  • Source: SIAM Conference on Uncertainty Quantification (UQ24) ; https://cea.hal.science/cea-04506405 ; SIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy

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Conference

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Subjects: Supervised Machine Learning; Worst-Case; Generalization GapVancouverVancouver, Canada

  • Source: AAAI 2024 - Conference on Artificial Intelligence ; https://inria.hal.science/hal-04353957 ; AAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada

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Conference

Hidden But Essential Recipes for Successful Gaussian Process Metamodeling to Support Uncertainty Quantification in Numerical Simulation

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Trieste; Italy

  • Source: SIAM Conference on Uncertainty Quantification (UQ24) ; https://cea.hal.science/cea-04506392 ; SIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy

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Conference

Gaussian process regression: new hyperparameter estimation algorithm for more reliable prediction

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Trieste; Italy

  • Source: SIAM Conference on Uncertainty Quantification (UQ24) ; https://cea.hal.science/cea-04506405 ; SIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy

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Conference

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Subjects: Supervised Machine Learning; Worst-Case; Generalization GapVancouverVancouver, Canada

  • Source: AAAI 2024 - Conference on Artificial Intelligence ; https://inria.hal.science/hal-04353957 ; AAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada

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Conference

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Subjects: Supervised Machine Learning; Worst-Case; Generalization GapVancouverVancouver, Canada

  • Source: AAAI 2024 - Conference on Artificial Intelligence ; https://inria.hal.science/hal-04353957 ; AAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada

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  • 1-10 of  6,227 نتائج ل ""Mathematics and Statistics""