Recent Publications
Pré-publication, Document de travail
Anatole Gallouët, Quentin Mérigot, Boris Thibert
Strong c-concavity and stability in optimal transport
2022
Communication dans un congrès
Hien Duy Nguyen, Florence Forbes, Gersende Fort, Olivier Cappé
An online Minorization-Maximization algorithm
17th Conference of the International Federation of Classification Societies, Jul 2022, Porto, Portugal
Communication dans un congrès
Simon Forest, Jean-Charles Quinton, Mathieu Lefort
Combining Manifold Learning and Neural Field Dynamics for Multimodal Fusion
2022 International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, Italy. ⟨10.1109/IJCNN55064.2022.9892614⟩
Communication dans un congrès
Olivier Flasseur, Théo Bodrito, Julien Mairal, Jean Ponce, Maud Langlois, Anne-Marie Lagrange
Exoplanet detection in angular differential imaging: combining a statistics-based learning with a deep-based learning for improved detections
SPIE Astronomical Telescopes + Instrumentation, Jul 2022, Montréal, Canada. pp.139, ⟨10.1117/12.2629849⟩
Communication dans un congrès
Aadirupa Saha, Pierre Gaillard
Versatile Dueling Bandits: Best-of-both-World Analyses for Online Learning from Preferences
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore (MA), United States. pp.1-25
Communication dans un congrès
Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier, Houssam Zenati
Nested bandits
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States
Article dans une revue
Lin He, Jinhua Xie, Jun Li, Antonio Plaza, Jocelyn Chanussot, Jiawei Zhu
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5534519. ⟨10.1109/TGRS.2022.3189624⟩
Article dans une revue
Charlélie Bertrand, Alireza Ture Savadkoohi, Vincent Acary, Claude-Henri Lamarque
Reduced-order model for the non-linear dynamics of cables
Journal of Engineering Mechanics - ASCE, 2022, 148 (9), ⟨10.1061/(ASCE)EM.1943-7889.0002126⟩
Mémoire d'étudiant
Alexandre Pannier
Energy and nitrogen footprints of French agriculture chains
Environnement et Société. 2022
Communication dans un congrès
Lies Hadjadj, Massih-Reza Amini, Sana Louhichi, Alexis Deschamps
Auto-apprentissage de demi-espaces avec des garanties de généralisation sous le modèle de bruit de Massart
Conférence sur l'Apprentissage Automatique (CAp), Jul 2022, Vannes, France
Communication dans un congrès
Émile Hohnadel, Joel Marthelot, Ignacio Andrade-Silva, Thibaut Métivet, Olivier Pouliquen, Florence Bertails-Descoubes
Frictional three-point bending test: disentangling the role of friction through real and numerical experiments
European Solid Mechanics Conference ESMC 2022, Jul 2022, Galway, Ireland
Article dans une revue
Nils Laurent, Marcello A Colominas, Sylvain Meignen
On Local Chirp Rate Estimation in Noisy Multicomponent Signals: With an Application to Mode Reconstruction
IEEE Transactions on Signal Processing, 2022, 70, pp.3429 - 3440. ⟨10.1109/TSP.2022.3186832⟩
Communication dans un congrès
Victor Romero, Mickaël Ly, Abdullah Haroon Rasheed, Raphaël Charrondière, Arnaud Lazarus, Sébastien Neukirch, Florence Bertails-Descoubes
Physical validation of simulators in computer graphics
European Solid Mechanics Conference - ESMC 2022, Jul 2022, Galway, Ireland. pp.1 - 19, ⟨10.1145/3450626.3459931⟩
Communication dans un congrès
Emile Hohnadel, Tomohiko G Sano, Toshiyuki Kawata, Thibaut Métivet, Florence Bertails-Descoubes
Investigating the compaction of open ring stacks through real and numerical experiments
European Solid Mechanics Conference ESMC 2022, Jul 2022, Galway, Ireland
Poster
Katarina Radišić, Claire Lauvernet, Arthur Vidard, Etienne Leblois
Prise en compte d'incertitudes externes dans l'estimation de paramètres d'un modèle de transfert d'eau et de pesticides à l'échelle du bassin versant
OZCAR 2022 - OZCAR Summer school, "la science de la zone critique", Jul 2022, Barcelonette, France. pp.1-1
Communication dans un congrès
Jean Jouve, Victor Romero, Rahul Narain, Theodore Kim, Florence Bertails-Descoubes
Characterisation of the Fracture and Healing of a Feather
European Solid Mechanics Conference ESMC 2022, Jul 2022, Galway, Ireland
Article dans une revue
Aurore Gaboriaud, Flora Gautheron, Jean-Charles Quinton, Annique Smeding
The Effects of Intent, Outcome, and Causality on Moral Judgments and Decision Processes
Psychologica Belgica, 2022, 62 (1), pp.218-229. ⟨10.5334/pb.1157⟩
Poster
Olivier A.J. Martin, Denis Faure-Vincent, Jean-Dominique Gascuel, Sébastien Schmerber, Alina Voda, Pascal Bellemain
Therapeutic effects of large-field visual virtual immersion on balance control in unilateral vestibular patients
ISPGR 2022 - International Society of Posture and Gait Research, Jul 2022, Montréal, Canada. pp.1-1
Communication dans un congrès
Gaspard Beugnot, Alessandro Rudi, Julien Mairal
On the Benefits of Large Learning Rates for Kernel Methods
COLT 2022 - 35th Annual Conference on Learning Theory, Jul 2022, London, United Kingdom. pp.254--282
Pré-publication, Document de travail
Clément Hibert, François Noël, David Toe, Miloud Talib, Mathilde Desrues, Emmanuel Wyser, Ombeline Brenguier, Franck Bourrier, Renaud Toussaint, Jean-Philippe Malet, Michel Jaboyedoff
Machine learning prediction of the mass and the velocity of controlled single-block rockfalls from the seismic waves they generate
2022
Article dans une revue
Bruno Lecouat, Thomas Eboli, Jean Ponce, Julien Mairal
High Dynamic Range and Super-Resolution from Raw Image Bursts
ACM Transactions on Graphics, 2022, 41 (4), pp.1 - 21. ⟨10.1145/3528223.3530180⟩
Article dans une revue
Sahar Yassine, Ute Gschwandtner, Manon Auffret, Sophie Achard, Marc Verin, Peter Fuhr, Mahmoud Hassan
Functional Brain Dysconnectivity in Parkinson's Disease: A 5-Year Longitudinal Study
Movement Disorders, 2022, 37 (7), pp.1444-1453. ⟨10.1002/mds.29026⟩
Article dans une revue
Beibei Wang, Wenhua Jin, Jiahui Fan, Jian Yang, Nicolas Holzschuch, Ling-Qi Yan
Position-free multiple-bounce computations for smith microfacet BSDFs
ACM Transactions on Graphics, 2022, 41 (4), pp.1-14. ⟨10.1145/3528223.3530112⟩
Article dans une revue
Ning Huyan, Xiangrong Zhang, Dou Quan, Jocelyn Chanussot, Licheng Jiao
Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5531916. ⟨10.1109/TGRS.2022.3180548⟩
Communication dans un congrès
Florence Forbes
Simulation based inference for high dimensional inverse problems: application to magnetic resonance fingerprinting
Colloque Intelligence Artificielle et santé : approches interdisciplinaires 2022, Jun 2022, Nantes, France
Communication dans un congrès
Quentin Desvaux
Analysis of the circulation of material flows in the Grenoble Alpes Métropole area: the missing links in the building sector
AFEP 2022 - 11ème Congrès de l’Association Française d’Économie Politique, Jun 2022, Amiens, France. pp.1-5
Communication dans un congrès
Quentin Desvaux
Analyse de la circulation des flux de matières sur le territoire de Grenoble Alpes Métropole : l'influence des rapports de force dans le secteur du bâtiment
2022 - International Symposium on Metabolism studies: materiality and relationality in the Anthropocene, Jun 2022, Lyon, France. pp.1-3
Poster
Théo Moins, Julyan Arbel, Stéphane Girard, Anne Dutfoy
A Local Version of R-hat to Improve MCMC Convergence Diagnostic
ISBA 2022 - World Meeting of the International Society for Bayesian Analysis, Jun 2022, Montréal, Canada. pp.1-1
Pré-publication, Document de travail
Gilles Bareilles, Franck Iutzeler, Jérôme Malick
Harnessing structure in composite nonsmooth minimization
2023
Communication dans un congrès
Louise Alamichel, Daria Bystrova, Julyan Arbel, Guillaume Kon Kam King
On the consistency of Bayesian nonparametric mixtures for the number of clusters
ISBA 2022 - World Meeting International Society for Bayesian Analysis, Jun 2022, Montreal, Canada