Publications Récentes

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

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

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

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

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⟩

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⟩

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

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

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

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