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Collection : Archive Ouverte Hal (Hyper Article En Ligne, Ccsd - Centre Pour La Communication Scientifique Directe) Language : aragonese Language : czech Language : english Language : igbo Language : italian Language : nauru Language : ndonga Language : serbian Language : slovenian Language : uzbek Subject : [stat.ml]statistics [stat]/machine learning [stat.ml]
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Conference

Conic Linear Units: Improved Model Fusion and Rotational-Symmetric Generative Model

Subjects: Generative AI; Deep Learning for Visual Understanding; Machine Learning Technologies for VisionRome; Italy

  • Source: International Conference on Computer Vision Theory and Applications ; https://hal.science/hal-04383027 ; International Conference on Computer Vision Theory and Applications, Feb 2024, Rome, Italy

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On the numerical reliability of nonsmooth autodiff: a MaxPool case study

Subjects: Automatic differentation; Nonsmooth optimization; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

  • Source: https://hal.science/hal-04372374 ; 2024.

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State-dependent Preconditioning for Data Assimilation ; State-dependent Preconditioning for Data Assimilation: Application to a Shallow Water Assimilation system

Subjects: [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]; [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Bologne; Italy

  • Source: ISDA 2023 - 9th International Symposium on Data Assimilation ; https://hal.science/hal-04309242 ; ISDA 2023 - 9th International Symposium on Data Assimilation, Oct 2023, Bologne, Italy. , pp.1-1, 2023

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An Explicit Scheme for Pathwise XVA Computations

Subjects: anticipated BSDE; neural network regression and quantile regression; cross- valuation adjustments (XVA)

  • Source: https://hal.science/hal-04413189 ; 2024.

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Non-Parametric Learning of Stochastic Differential Equations with Fast Rates of Convergence

Subjects: Non-parametric system identification with guarantees; Non-linear stochastic differential equations; Discrete-time observation

  • Source: https://hal.science/hal-04381810 ; 2024.

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Conference

Safe peeling for L0-penalized problems

Subjects: Sparse problems; L0-norm; Mixed-Integer ProgrammingParis Saclay; France

  • Source: PGMO DAYS 2023 ; https://hal.science/hal-04313015 ; PGMO DAYS 2023, Nov 2023, Paris Saclay, France

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Conference

Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach

Subjects: optimal transport; Sinkhorn algorithm; stochastic optimal controlBengalore; India

  • Source: 36th Annual Conference on Learning Theoryhttps://hal.science/hal-0440231636th Annual Conference on Learning Theory, 2023, Bengalore, India

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Conference

Causal discovery for time series with constraint-based model and PMIME measure

Subjects: artificial intelligence; fuzzy logic; online learningParis; France

  • Source: When Causal Inference meets Statistical Analysis ; https://cea.hal.science/cea-04138529 ; When Causal Inference meets Statistical Analysis, Apr 2023, Paris, France ;

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Conference

Safe peeling for L0-regularized least-squares

Subjects: Sparse model; L0-regularization; Branch and bound algorithmHelsinki; Finland

  • Source: EUSIPCO 2023 - 31st European Signal Processing Conference ; https://hal.science/hal-04271074 ; EUSIPCO 2023 - 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1-5,

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Conference

State-dependent Preconditioning for Data Assimilation

Subjects: [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]; [PHYS.PHYS.PHYS-DATA-AN]Physics [physics]/Physics [physics]/Data Analysis; Statistics and Probability [physics.data-an]Liège; Belgium

  • Source: 2023 - 54th International Liège Colloquium on Ocean Dynamics : Machine Learning and Data Analysis in Oceanographyhttps://hal.science/hal-040876462023 - 54th International Liège

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  • 1-10 of  1,225 results for ""Mathematics""