Primal and dual predicted decrease approximation methods
Amir Beck
,
Edouard Pauwels
,
Shoham Sabach
Article dans une revue
hal-01482951v1
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Semialgebraic Representation of Monotone Deep Equilibrium Models and Applications to Certification
Tong Chen
,
Jean-Bernard Lasserre
,
Victor Magron
,
Edouard Pauwels
Advances in Neural Information Processing Systems , Dec 2021, Online, France
Communication dans un congrès
hal-03265346v1
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A Bayesian active learning strategy for sequential experimental design in systems biology
Edouard Pauwels
,
Christian Lajaunie
,
Jean-Philippe Vert
Article dans une revue
hal-00943728v1
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Extragradient Method in Optimization: Convergence and Complexity
Trong Phong Nguyen
,
Edouard Pauwels
,
Emile Richard
,
Bruce Suter
Article dans une revue
hal-01688037v1
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On Fienup Methods for Sparse Phase Retrieval
Edouard Pauwels
,
Amir Beck
,
Yonina Eldar
,
Shoham Sabach
Article dans une revue
hal-01688030v1
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On the nature of Bregman functions
Edouard Pauwels
2023
Pré-publication, Document de travail
hal-03974132v1
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A Sublevel Moment-SOS Hierarchy for Polynomial Optimization
Tong Chen
,
Jean-Bernard Lasserre
,
Victor Magron
,
Edouard Pauwels
Article dans une revue
hal-03109978v1
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Semi-algebraic approximation using Christoffel-Darboux kernel
Swann Marx
,
Edouard Pauwels
,
Tillmann Weisser
,
Didier Henrion
,
Jean B Lasserre
Article dans une revue
hal-02085835v3
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Rate of convergence for geometric inference based on the empirical Christoffel function
Mai Trang Vu
,
François Bachoc
,
Edouard Pauwels
Article dans une revue
hal-03593329v1
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The value function approach to convergence analysis in composite optimization
Edouard Pauwels
Article dans une revue
hal-01482952v1
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Linear conic optimization for nonlinear optimal control
Didier Henrion
,
Edouard Pauwels
Terlaky, Tamas; Anjos, Miguel; Ahmed, Shabbir.
Advances and Trends in Optimization with Engineering Applications , Chapitre 10,
SIAM , pp.121-133, 2017, 978-1-61197-467-6.
⟨10.1137/1.9781611974683.ch10⟩
Chapitre d'ouvrage
hal-03109262v2
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Numerical influence of ReLU’(0) on backpropagation
David Bertoin
,
Jérôme Bolte
,
Sébastien Gerchinovitz
,
Edouard Pauwels
Advances in Neural Information Processing Systems , Dec 2021, Paris, France
Communication dans un congrès
hal-03265059v3
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On the complexity of nonsmooth automatic differentiation
Jérôme Bolte
,
Ryan Boustany
,
Edouard Pauwels
,
Béatrice Pesquet-Popescu
International Conference on Learning Representations (ICLR 2023) , International Conference on Learning Representations, May 2023, Kigali, Rwanda
Communication dans un congrès
hal-03683640v3
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Second-order step-size tuning of SGD for non-convex optimization
Camille Castera
,
Cédric Févotte
,
Jérôme Bolte
,
Edouard Pauwels
Article dans une revue
hal-03161775v2
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A mathematical model for automatic differentiation in machine learning
Jerome Bolte
,
Edouard Pauwels
Conference on Neural Information Processing Systems , Dec 2020, Vancouver, Canada
Communication dans un congrès
hal-02734446v2
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An Inertial Newton Algorithm for Deep Learning
Camille Castera
,
Jérôme Bolte
,
Cédric Févotte
,
Edouard Pauwels
Journal of Machine Learning Research , 2021, 22 (134)
Article dans une revue
hal-02140748v6
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Extracting Sets of Chemical Substructures and Protein Domains Governing Drug-Target Interactions
Yoshihiro Yamanishi
,
Edouard Pauwels
,
Hiroto Saigo
,
Véronique Stoven
Article dans une revue
hal-03116933v1
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Generic Fréchet stationarity in constrained optimization
Edouard Pauwels
2024
Pré-publication, Document de travail
hal-04458261v1
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An unexpected connection between Bayes $A-$optimal designs and the Group Lasso
Guillaume Sagnol
,
Edouard Pauwels
Article dans une revue
hal-01869959v1
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A Hölderian backtracking method for min-max and min-min problems
Jérôme Bolte
,
Lilian Glaudin
,
Edouard Pauwels
,
Mathieu Serrurier
2020
Pré-publication, Document de travail
hal-02900875v1
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Predicting drug side-effect profiles: a chemical fragment-based approach.
Edouard Pauwels
,
Véronique Stoven
,
Yoshihiro Yamanishi
Article dans une revue
inserm-00663945v1
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Report on CIMI Thematic Trimester: Machine Learning
Stergos Afantenos
,
Nicolas Couellan
,
Aurélien Garivier
,
Sébastien Gerchinovitz
,
Jean-Michel Loubes
,
et al.
[Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 2016
Rapport
hal-03155046v1
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The empirical Christoffel function with applications in data analysis
Jean-Bernard Lasserre
,
Edouard Pauwels
Article dans une revue
hal-01511624v1
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Drug Side-Effect Prediction Based on the Integration of Chemical and Biological Spaces
Yoshihiro Yamanishi
,
Edouard Pauwels
,
Masaaki Kotera
Article dans une revue
hal-03954127v1
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An Inertial Newton Algorithm for Deep Learning
Camille Castera
,
Jérôme Bolte
,
Cédric Févotte
,
Edouard Pauwels
Thirty-third Conference on Neural Information Processing Systems : Beyond First Order Methods in ML (NeurIPS Workshop2019) , Neural Information Processing Systems Foundation, Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-03049921v1
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Sequential convergence of AdaGrad algorithm for smooth convex optimization
Cheik Traoré
,
Edouard Pauwels
Article dans une revue
hal-03614892v1
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The derivatives of Sinkhorn-Knopp converge
Edouard Pauwels
,
Samuel Vaiter
Article dans une revue
hal-03736905v3
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On the Generalized Jacobian of the Inverse of a Lipschitzian Mapping
Marián Fabian
,
Jean-Baptiste Hiriart-Urruty
,
Edouard Pauwels
Article dans une revue
hal-03673260v1
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Incremental Without Replacement Sampling in Nonconvex Optimization
Edouard Pauwels
Article dans une revue
hal-02896102v4
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Conservative set valued fields, automatic differentiation, stochastic gradient method and deep learning
Jérôme Bolte
,
Edouard Pauwels
Article dans une revue
hal-02521848v1
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