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Language : albanian Language : english Language : tamil Language : tswana Language : waray Language : welsh Subject : [math.math-st]mathematics [math]/statistics [math.st]

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Dissertation/ Thesis

Mathematics of statistical sequential decision-making: concentration, risk-awareness and modelling in stochastic bandits, with applications to bariatric surgery ; Mathématiques de la prise de décision séquentielle statistique : concentration, aversion au risque et modélisation pour les bandits stochastiques, et applications à la chirurgie bariatrique

Authors : Saux, Patrick;

Subjects: statistical decision-making; stochastic bandit; concentration bounds

Source: https://theses.hal.science/tel-04566196 ; Statistics [math.ST]. Inria & Université de Lille, 2024. English. ⟨NNT : ⟩.

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Report

Chair in applied mathematics OQUAIDO Activity report

Authors : Roustant, Olivier; Le Riche, Rodolphe; Garnier, Josselin ...

Subjects: Statistical modeling; Gaussian processes regression; Model identification/reduction

Source: https://hal.science/hal-03217277 ; [Research Report] Mines Saint-Etienne; Ecole Centrale Lyon; BRGM (Bureau de recherches géologiques et minières); CEA; IFP Energies Nouvelles; Institut de

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Report

Chair in applied mathematics OQUAIDO Activity report

Authors : Le Riche, Rodolphe; Roustant, Olivier; Garnier, Josselin ...

Subjects: Statistical modeling; Gaussian processes regression; Model identification/reduction

Source: https://hal.archives-ouvertes.fr/hal-03217277 ; [Research Report] Mines Saint-Etienne; Ecole Centrale Lyon; IFP Energies Nouvelles; Institut de Radioprotection et de Sûreté Nucléaire; Safran

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Dissertation/ Thesis

Mathematics of deep learning : generalization, optimization, continuous-time models ; Mathématiques du deep learning : généralisation, optimisation, modèles en temps continu

Authors : Marion, Pierre;

Subjects: Machine learning; Neural networks; Statistics

Source: https://theses.hal.science/tel-04453458 ; Statistics [math.ST]. Sorbonne Université, 2023. English. ⟨NNT : 2023SORUS517⟩.

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Academic Journal

Exploring Gender Differences in Graduation Proficiency in Mathematics Education Using a Markov Chain Model: Implications for Economic Growth in Nigeria

Authors : Iji, Clement; Abah, Joshua;

Subjects: Markov Model; Gender Difference; Economic Growth

Source: International Journal of Educational Excellence International Journal of Educational Excellence ; https://hal.archives-ouvertes.fr/hal-01577531 ; International Journal of Educational Excellence

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Conference

Straight-Through meets Sparse Recovery: the Support Exploration Algorithm

Authors : Mohamed, Mimoun; Malgouyres, François; Emiya, Valentin ...

Subjects: model selection; support recovery; restricted isometry propertyVienna; Austria

Source: Proceedings of the 41st International Conference on Machine Learning (ICML), Vienna, Austria. PMLR 235, 2024 ; ICML 2024, the 41st International Conference on Machine Learning ;

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Conference

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

Authors : Zou, Xinying; Perlaza, Samir, M.; Esnaola, Iñaki ...

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. pp.17271-17279,

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Conference

Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization

Authors : Guilmeau, Thomas; Branchini, Nicola; Chouzenoux, Emilie ...

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]Valencia; Spain

Source: Proceedings of the 27th International Conference on Artificial Intelligence and Statistics (AISTATS) ; AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics ;

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Academic Journal

Near-optimal estimation of smooth transport maps with kernel sums-of-squares

Authors : Muzellec, Boris; Vacher, Adrien; Bach, Francis ...

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

Source: EISSN: 2577-0187 ; SIAM Journal on Mathematics of Data Science ; https://hal.science/hal-03466696 ; SIAM Journal on Mathematics of Data

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Academic Journal

Random Forest based Qantile Oriented Sensitivity Analysis indices estimation

Authors : Elie-Dit-Cosaque, Kévin; Maume-Deschamps, Véronique;

Subjects: Quantile Oriented Sensitivity Analysis; Random forest; Cross validation

Source: ISSN: 0943-4062.

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