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hal-03544794v1  Conference papers
Nils Laurent, Sylvain Meignen, Julie Fontecave-Jallon, Bertrand Rivet. A Novel Algorithm for Heart Rate Estimation Based on Synchrosqueezing Transform
EUSIPCO 2021 - 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, Ireland. pp.1286-1290, ⟨10.23919/EUSIPCO54536.2021.9616306⟩
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hal-03346622v2  Preprints, Working Papers, ...
Xavier Jonsson, Jérôme Lelong. Rare event simulation for electronic circuit design
2022
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hal-03347521v3  Preprints, Working Papers, ...
Areski Cousin, Jérôme Lelong, Tom Picard. Rating transitions forecasting: a filtering approach
2022
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hal-03327520v2  Preprints, Working Papers, ...
Sylvain Meignen, Neha Singh. Analysis of Reassignment Operators Used in Synchrosqueezing Transforms: With an Application to Instantaneous Frequency Estimation
2022
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hal-03610139v1  Conference papers
Neha Singh, Sylvain Meignen, Thomas Oberlin. Source Separation Based on Non-Negative Matrix Factorization of the Synchrosqueezing Transform
29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, Ireland. ⟨10.23919/EUSIPCO54536.2021.9616194⟩
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hal-03596208v1  Conference papers
Jérôme Malick. Optimisation distributionnellement robuste : régularisations et applications en learning
23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
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hal-03544717v1  Preprints, Working Papers, ...
Jean-François Boulanger, Franck Corset, Franck Iutzeler, Jérôme Lelong. Classifying and explaining defects with small data for the semiconductor industry
2022
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hal-03448743v1  Journal articles
Marc Lensink, Guillaume Brysbaert, Théo Mauri, Nurul Nadzirin, Sameer Velankar et al.  Prediction of protein assemblies, the next frontier: The CASP14‐CAPRI experiment
Proteins - Structure, Function and Bioinformatics, Wiley, 2021, 89 (12), pp.1800-1823. ⟨10.1002/prot.26222⟩
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hal-01950120v2  Journal articles
Dmitry Grishchenko, Franck Iutzeler, Jérôme Malick, Massih-Reza Amini. Distributed Learning with Sparse Communications by Identification
SIAM Journal on Mathematics of Data Science, Society for Industrial and Applied Mathematics, 2021
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hal-03197686v2  Preprints, Working Papers, ...
Gilles Bareilles, Franck Iutzeler, Jérôme Malick. Newton acceleration on manifolds identified by proximal-gradient methods
2021
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tel-03474026v1  Habilitation à diriger des recherches
Franck Iutzeler. Harnessing the Structure of some Optimization Problems
Optimization and Control [math.OC]. Université Grenoble Alpes (UGA), 2021
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hal-03454382v1  Journal articles
Andriy Kryshtafovych, John Moult, Wendy Billings, Dennis Della Corte, Krzysztof Fidelis et al.  Modeling SARS‐CoV‐2 proteins in the CASP‐commons experiment
Proteins - Structure, Function and Bioinformatics, Wiley, 2021, 89 (12), pp.1987-1996. ⟨10.1002/prot.26231⟩
hal-03454249v1  Conference papers
William Pierré, Lionel Hervé, Cédric Allier, Sophie Morales, Sergei Grudinin et al.  Deep learning framework applied to optical diffraction tomography (ODT)
Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXVIII, SPIE, Mar 2021, Online Only, France. pp.1, ⟨10.1117/12.2582361⟩
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hal-03436046v1  Preprints, Working Papers, ...
Zineb El Filali Ech-Chafiq, Pierre Henry-Labordere, Jérôme Lelong. Pricing Bermudan options using regression trees/random forests
2021
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hal-03410422v1  Preprints, Working Papers, ...
Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos. Multi-agent online optimization with delays: Asynchronicity, adaptivity, and optimism
2021
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hal-03342583v1  Conference papers
Waïss Azizian, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos. The last-iterate convergence rate of optimistic mirror descent in stochastic variational inequalities
COLT 2021 - 34th Annual Conference on Learning Theory, Aug 2021, Boulder, United States. pp.1-32
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hal-03342508v1  Preprints, Working Papers, ...
Maria Kadukova, Vladimir Chupin, Sergei Grudinin. Convex-PL-R - Revisiting affinity predictions and virtual screening using physics-informed machine learning
2021
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hal-03342410v1  Conference papers
Yu-Guan Hsieh, Kimon Antonakopoulos, Panayotis Mertikopoulos. Adaptive learning in continuous games: Optimal regret bounds and convergence to Nash equilibrium
COLT 2021 - the 34th Annual Conference on Learning Theory, Aug 2021, Boulder, United States. pp.1-34
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hal-03342395v1  Conference papers
Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos. Optimization in open networks via dual averaging
CDC 2021 - 60th IEEE Annual Conference on Decision and Control, Dec 2021, Austin, United States. pp.1-7
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hal-03342140v1  Journal articles
Elodie Laine, Stephan Eismann, Arne Elofsson, Sergei Grudinin. Protein sequence-to-structure learning: Is this the end(-to-end revolution)?
Proteins - Structure, Function and Bioinformatics, Wiley, 2021, 89 (12), pp.1770-1786. ⟨10.1002/prot.26235⟩
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hal-03327526v1  Preprints, Working Papers, ...
Sylvain Meignen, Thomas Oberlin. On the Study of Interference and their Localization in the Time-Frequency Plane
2021
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hal-01361291v10  Reports
Hugo Gevret, Nicolas Langrené, Jérôme Lelong, Rafael Lobato, Thomas Ouillon et al.  STochastic OPTimization library in C++
[Research Report] EDF Lab. 2018
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hal-03298699v2  Preprints, Working Papers, ...
Dmitrii Zhemchuzhnikov, Ilia Igashov, Sergei Grudinin. 6DCNN with roto-translational convolution filters for volumetric data processing
2021
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hal-03266139v1  Conference papers
Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler et al.  Apprentissage séquentiel de préférence utilisateurs pour les systèmes de recommandation
CAp 2021 - Conférence sur l'Apprentissage Automatique, Jun 2021, Saint-Etienne / Virtual, France
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hal-03238465v1  Journal articles
Nils Laurent, Sylvain Meignen. A Novel Time-Frequency Technique for Mode Retrieval Based on Linear Chirp Approximation
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2020, 27, pp.935 - 939. ⟨10.1109/LSP.2020.2996905⟩