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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High-dimensional variable clustering based on sub-asymptotic maxima of a weakly dependent random process

Authors : Boulin, Alexis; Bernardino, Elena, Di; Laloë, Thomas ...

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]Lisbon; Portugal

Source: Proceedings of ICSDS 2023 ; ICSDS 2023 - IMS International Conference on Statistics and Data Science ; https://hal.science/hal-04397145 ; ICSDS 2023 - IMS International

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High-dimensional clustering of sub-asymptotic maxima of a weakly dependent process

Authors : Boulin, Alexis; Bernardino, Elena, Di; Laloë, Thomas ...

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]Bruxelles; Belgium

Source: Proceedings of JdS 2023 ; 54es Journées de Statistique de la SFdS ( Société Française de Statistique ) ; https://hal.science/hal-04397100 ; 54es Journées de Statistique de la SFdS ( Société

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Convergence of Graph Neural Networks with generic aggregation functions on random graphs

Authors : Cordonnier, Matthieu; Keriven, Nicolas; Tremblay, Nicolas ...

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]Grenoble; France

Source: GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images ; https://hal.science/hal-04373554 ; GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des

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Bernstein adaptive nonparametric conditional sampling: a new method for rare event probability estimation

Authors : Fekhari, Elias; Chabridon, Vincent; Iooss, Bertrand ...

Subjects: Reliability analysis; Uncertainty propagation; CopulasDublin; Ireland

Source: International Conference on Application of Statistics and Probability in Civil Engineering ; https://hal.science/hal-04052861 ; International Conference on Application

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A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessment

Authors : Al-Ali, Safaa; Llopis-Lorente, Jordi; Teresa Mora, Maria ...

Subjects: Causal discovery; Drug safety; Ions channelAtlanta (GA); United States

Source: IEEE Xplore ; 2023 Computing in Cardiology (CinC) ; https://hal.science/hal-04105144 ; 2023 Computing in Cardiology (CinC), Oct 2023, Atlanta (GA), United States. ⟨10.22489/CinC.2023.009⟩ ;

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Conference

Bernstein adaptive nonparametric conditional sampling: a new method for rare event probability estimation

Authors : Fekhari, Elias; Chabridon, Vincent; Iooss, Bertrand ...

Subjects: Reliability analysis; Uncertainty propagation; CopulasDublin; Ireland

Source: International Conference on Application of Statistics and Probability in Civil Engineering ; https://hal.science/hal-04052861 ; International Conference on Application

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Tangent phylogenetic PCA

Authors : Akhøj, Morten; Pennec, Xavier; Sommer, Stefan ...

Subjects: [INFO]Computer Science [cs]; [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]Levi Ski Resort (Lapland); Finland

Source: Scandinavian Conference on Image Analysis 2023 ; https://inria.hal.science/hal-03842847 ; Scandinavian Conference on Image Analysis 2023, Apr 2023, Levi Ski Resort (Lapland), Finland

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Constant regret for sequence prediction with limited advice

Authors : Saad, El Mehdi; Blanchard, Gilles;

Subjects: Online Learning; Prediction with expert advice; Frugal LearningSingapore

Source: Proceedings of The 34th International Conference on Algorithmic Learning Theory, PMLR ; Algorithmic Learning Theory (ALT 2023) ; https://hal.science/hal-03797597 ; Algorithmic Learning Theory (ALT

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Classification non supervisée des processus d'événements récurrents

Authors : Babykina, Génia; Vandewalle, Vincent;

Subjects: Événements récurrents; données censurées; modèle de mélangeBruxelles (BEL); France

Source: JdS 2023 - 54es Journées de Statistique de la SFdS ; https://inria.hal.science/hal-04411145 ; JdS 2023 - 54es Journées de Statistique de la SFdS, Jul 2023, Bruxelles (BEL), France

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