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  • 1-10 ل  268 نتائج ل ""mathematics""

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Collection : Universite Toulouse 2 - Jean Jaures Subject : 93e35 Subject : [stat.ml]statistics [stat]/machine learning [stat.ml] Subject : [stat.th]statistics [stat]/statistics theory [stat.th] Subject : computer experiments Subject : experimental designs Subject : qtl detection فلترة بواسطة : موضوع
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Report

Hoeffding decomposition of black-box models with dependent inputs

Subjects: Sensitivity analysis; Interpretability; Hoeffding decomposition

  • Source: https://hal.science/hal-04233915 ; 2024.

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On the nonconvexity of some push-forward constraints and its consequences in machine learning

Subjects: push-forward; machine learning; convexity

  • Source: https://hal.science/hal-04500334 ; 2024.

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Supervised Multiple Kernel Learning approaches for multi-omics data integration

Subjects: Multi-omics data integration; Kernel methods; Deep learning

  • Source: https://hal.science/hal-04522216 ; 2024.

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Minimax density estimation in the adversarial framework under local differential privacy

Subjects: Nonparametric density estimation; local differential privacy; minimax optimality

  • Source: https://hal.science/hal-04522328 ; 2024.

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Academic Journal

Parameter identifiability of a deep feedforward ReLU neural network

Subjects: ReLU networks; Equivalent parameters; Symmetries

  • Source: ISSN: 0885-6125.

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Conference

COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP tasks

Subjects: Explainability Black-box models; Natural Language Processing; ExplainabilityTorontoToronto, Canada

  • Source: Findings of the Association for Computational Linguistics (2023) ; 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023) ; https://hal.science/hal-04223218 ; 61st Annual

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Certified Multi-Fidelity Zeroth-Order Optimization

Subjects: Multi-fidelity; Global optimization; Bandit algorithms

  • Source: https://hal.science/hal-04174484 ; 2023.

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Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models

Subjects: interpretability; machine learning; sensitivity analysis

  • Source: https://hal.science/hal-03784768 ; 2023.

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New insights into the feature maps of Sobolev kernels: application in global sensitivity analysis

Subjects: Sensitivity analysis; Hilbert-Schmidt independence criterion; cross-covariance operators

  • Source: https://cea.hal.science/cea-04320711 ; 2023.

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Report

FastPart: Over-Parameterized Stochastic Gradient Descent for Sparse optimisation on Measures

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]

  • Source: https://hal.science/hal-04344130 ; 2023.

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  • 1-10 ل  268 نتائج ل ""mathematics""