Publications Récentes
Communication dans un congrès
Nils Laurent, Sylvain Meignen, Marcelo Alejandro Colominas, Juan M. Miramont, Francois Auger
A novel approach based on Voronoï cells to classify spectrogram zeros of multicomponent signals
2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Jun 2023, Ialyssos, Greece. ⟨10.1109/ICASSP49357.2023.10096949⟩
Communication dans un congrès
Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
Uncertainty-based Quality Control for Subcortical Structures Segmentation in T1-weighted Brain MRI
ISMRM 2023 - International Society for Magnetic Resonance in Medicine, Jun 2023, Toronto, Canada. pp.1-4
Article dans une revue
Franck Corset, Mitra Fouladirad, Christian Paroissin
Imperfect condition-based maintenance for a gamma degradation process in presence of unknown parameters
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2023, 237 (3), pp.546-561. ⟨10.1177/1748006X221134132⟩
Pré-publication, Document de travail
Aya Younes, Félix Miranda-Villatoro, Bernard Brogliato
Trajectory Tracking in Linear Complementarity Systems with and without State-Jumps: A Passivity Approach
2023
Communication dans un congrès
Stéphane Girard, Thomas Opitz, Antoine Usseglio-Carleve, Chen Yan
Analysis of variability in extremes
Journée "Evénements extrêmes et risques", réseau RESSTE (Risques, Extrêmes et Statistique Spatio-TEmporelle), Jun 2023, Marseille, France
Article dans une revue
Anatoli B. Juditsky, Andrei Kulunchakov, Hlib Tsyntseus
Sparse recovery by reduced variance stochastic approximation
Information and Inference, 2023, 12 (2), pp.851-896. ⟨10.1093/imaiai/iaac028⟩
Article dans une revue
Marc E. Songolo, Brigitte Bidégaray-Fesquet
Strang splitting schemes for N-level Bloch models
International Journal of Modeling, Simulation, and Scientific Computing, 2023, 14 (3), pp.2350044. ⟨10.1142/S1793962323500447⟩
Communication dans un congrès
Michaël Allouche, Stéphane Girard, Emmanuel Gobet
On the estimation of extreme quantiles with neural networks
Journée "Evénements extrêmes et risques", réseau RESSTE (Risques, Extrêmes et Statistique Spatio-TEmporelle), Jun 2023, Marseille, France
Pré-publication, Document de travail
Bernard Brogliato, Aneel Tanwani
Feedback Interconnections of Passive Linear Cone Complementarity Systems
2023
Thèse
Florent Bartoccioni
Interprétation de scène de conduite à l'aide de capteurs automobile
Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM018⟩
Communication dans un congrès
Minttu Alakuijala, Gabriel Dulac-Arnold, Julien Mairal, Jean Ponce, Cordelia Schmid
Learning Reward Functions for Robotic Manipulation by Observing Humans
ICRA 2023 - IEEE International Conference on Robotics and Automation, May 2023, London, United Kingdom. pp.1-11
Communication dans un congrès
Etienne Ménager, Tanguy Navez, Olivier Goury, Christian Duriez
Direct and inverse modeling of soft robots by learning a condensed FEM model
ICRA 2023 - IEEE International Conference on Robotics and Automation, May 2023, London, United Kingdom. pp.530-536, ⟨10.1109/ICRA48891.2023.10161537⟩
Article dans une revue
Florentina Şoiman, Jean-Guillaume Dumas, Sonia Jimenez-Garces
Quels sont les facteurs qui déterminent les rendements du marché DeFi ?
Journal of International Financial Markets, Institutions and Money, 2023, 85 (101786), ⟨10.1016/j.intfin.2023.101786⟩
Pré-publication, Document de travail
Thijs Vogels, Hadrien Hendrikx, Martin Jaggi
Beyond spectral gap (extended): The role of the topology in decentralized learning
2023
Pré-publication, Document de travail
Waïss Azizian, Franck Iutzeler, Jérôme Malick
Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models
2023
Pré-publication, Document de travail
Romain Menegaux, Emmanuel Jehanno, Margot Selosse, Julien Mairal
Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers
2023
Cours
Violaine Louvet
Logiciels et codes sources, tour d’horizon
Doctorat. Entrer dans la communauté des chercheurs, Grenoble (Campus), France. 2023
Communication dans un congrès
Dominik Huber, Martin Schreiber, Martin Schulz
A Case Study on PMIx-Usage for Dynamic Resource Management
38th International Conference, ISC High Performance 2023, HPCMALL workshop, May 2023, Hambourg, France. pp.42-55, ⟨10.1007/978-3-031-40843-4_4⟩
Communication dans un congrès
Amir Raoofy, Roman Karlstetter, Martin Schreiber, Carsten Trinitis, Martin Schulz
Overcoming Weak Scaling Challenges in Tree-Based Nearest Neighbor Time Series Mining
38th International Conference, ISC High Performance 2023, May 2023, Hambourg, Germany. pp.317-338, ⟨10.1007/978-3-031-32041-5_17⟩
Poster
Sophie Ancelet, Cecilia Damon, Théo Silvestre, Alice Bressand, Michel Dojat, Benjamin Lemasson, Alan Tucholka, Guillaume Jarre, Florence Forbes, Alain Trouvé, Nadya Pyatigorskaya, Lucia Nichelli, Monica Ribeiro, Julian Jacob, Philippe Meyer, Catherine Jenny, Caroline Dehais, Alexander Balcerac, Jean-Marie Mirebeau, Sophie Achard, Loic Feuvret, Dimitri Psimaras, Georges Noel, Philippe Maingon, Jean-Damien Ricard, Marie-Odile Bernier
Radiation-induced neurotoxicity assessed by spatio-temporal modelling combined with artificial Intelligence after brain radiotherapy: the RADIO-AIDE project
ISoRED 2023 - International Society for Radiation Epidemiology and Dosimetry 1st meeting, May 2023, Sitges, Spain. 2023
Communication dans un congrès
Rémi Sagot-Duvauroux, Nils Quaetaert, Francois Garnier, Rémi Ronfard
The Hitchcock Experience -a Spatial Montage project
ISEA 2023 - 28th International Symposium on Electronic Art, May 2023, Paris, France. pp.1-7
Pré-publication, Document de travail
Huy Nguyen, Trungtin Nguyen, Khai Nguyen, Nhat Ho
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts
2023
Thèse
Mathieu Marsot
Modèles statistiques pour représenter et synthétiser des mouvement humains en 3D
Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM017⟩
Poster
Victor Trappler, Arthur Vidard
State-dependent Preconditioning for Data Assimilation
2023 - 54th International Liège Colloquium on Ocean Dynamics : Machine Learning and Data Analysis in Oceanography, May 2023, Liège, Belgium. , pp.1-1
Article dans une revue
Sophie S. Madelrieux, Jean-Yves Courtonne, Myriam Grillot, Souhil Harchaoui
Bioeconomy and circular economy: critical reading and place of the livestock sectors
INRAE Productions Animales, 2023, 36 (1), pp.7430. ⟨10.20870/productions-animales.2023.36.1.7430⟩
Pré-publication, Document de travail
Huy Nguyen, Trungtin Nguyen, Nhat Ho
Demystifying Softmax Gating in Gaussian Mixture of Experts
2023
Communication dans un congrès
Lina Mezghani, Piotr Bojanowski, Karteek Alahari, Sainbayar Sukhbaatar
Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions
RRL 2023 - Workshop on Reincarnating Reinforcement Learning, May 2023, Kigali, Rwanda. pp.1-9
Communication dans un congrès
Thibault Goyallon, Bhrigu Kumar Lahkar, Pierre Marrec, Raphaël Dumas, Lionel Reveret, Antoine Muller, Thomas Robert
Automatic Estimation of Center of Mass from Multi-Camera Video System
CMBBE 2023 - 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, May 2023, Paris, France. pp.1-1
Article dans une revue
Antoine-Alexis Nasser, Gurvan Madec, Casimir de Lavergne, Laurent Debreu, Florian Lemarié, Eric Blayo
Sliding or stumbling on the staircase: numerics of ocean circulation along piecewise-constant coastlines
Journal of Advances in Modeling Earth Systems, 2023, 15 (5), pp.e2022MS003594. ⟨10.1029/2022ms003594⟩
Pré-publication, Document de travail
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
GloptiNets: Scalable Non-Convex Optimization with Certificates
2023