Recent Publications
Communication dans un congrès
Simon Clément, Florian Lemarié, Eric Blayo
Towards a finite volume discretization of the atmospheric surface layer consistent with physical theory
Finite Volumes for Complex Applications 10, Oct 2023, Strasbourg, France
Article dans une revue
Achmad Choiruddin, Jean-François Coeurjolly, Frédérique Letué
Adaptive lasso and Dantzig selector for spatial point processes intensity estimation
Bernoulli, 2023, 29 (3), pp.1849-1876. ⟨10.3150/22-BEJ1523⟩
Article dans une revue
Léa Brenière, Laurent Doyen, Christophe Bérenguer
Optimization of Preventive Replacements Dates and Covariate Inspections for Repairable Systems in Varying Environments
European Journal of Operational Research, 2023, 308 (3), pp.1126-1141. ⟨10.1016/j.ejor.2022.12.005⟩
Communication dans un congrès
Mathilde Boissier, Mathieu Mangeot, Vincent Jost, Léa Viénot
Designing Serious Games to understand the challenges of the Anthropocene
ICED 2023 - 24th International Conference on Engineering Design, Jul 2023, Bordeaux, France. pp.1-2
Communication dans un congrès
Anastasia Koloskova, Hadrien Hendrikx, Sebastian U. Stich
Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees
ICML 2023 - 40th International Conference on Machine Learning, Jul 2023, Honolulu, Hawaii,, United States
Communication dans un congrès
Jean-Guillaume Dumas, Aude Maignan, Clément Pernet, Daniel S. Roche
VESPo: Verified Evaluation of Secret Polynomials
Privacy Enhancing Technologies Symposium, Jul 2023, Lausanne (CH), Switzerland
Communication dans un congrès
Olivier Mauviel, Jean-Yves Courtonne, Guillaume Mandil, Peter Sturm
Réconciliation de paramètres pour la conception d'alternatives socio-techniques cohérentes d'un point de vue biophysique
ISIE 2023 - 11th International Conference on Industrial Ecology, Jul 2023, Leiden, Netherlands. pp.1-2
Article dans une revue
Pierre Jacques, Louis Delannoy, Baptiste Andrieu, Devrim Yilmaz, Hervé Jeanmart, Antoine Godin
Assessing the economic consequences of an energy transition through a biophysical stock-flow consistent model
Ecological Economics, 2023, 209, pp.107832. ⟨10.1016/j.ecolecon.2023.107832⟩
Communication dans un congrès
Mert Bulent Sariyildiz, Karteek Alahari, Diane Larlus, Yannis Kalantidis
Fake it till you make it: Learning transferable representations from synthetic ImageNet clones
CVPR 2023 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023, Vancouver, Canada. pp.1-11
Communication dans un congrès
Boyao Zhou, Di Meng, Jean-Sébastien Franco, Edmond Boyer
Human Body Shape Completion with Implicit Shape and Flow Learning
CVPR 2023 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2023, Vancouver, Canada
Communication dans un congrès
Pierre Zins, Yuanlu Xu, Edmond Boyer, Stefanie Wuhrer, Tony Tung
Multi-View Reconstruction using Signed Ray Distance Functions (SRDF)
CVPR 2023 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023, Vancouver, Canada. pp.1-11
Communication dans un congrès
Enrico Fini, Pietro Astolfi, Karteek Alahari, Xavier Alameda-Pineda, Julien Mairal, Moin Nabi, Elisa Ricci
Semi-supervised learning made simple with self-supervised clustering
CVPR 2023 – IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023, Vancouver, Canada
Communication dans un congrès
N Laurent, S Meignen, M A Colominas, J M Miramont, F 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⟩
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
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⟩
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
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
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
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
Houssam Zenati, Julien Mairal, Matthieu Martin, Eustache Diemert, Pierre Gaillard
Sequential Counterfactual Risk Minimization
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
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, In press, 85 (101786), ⟨10.1016/j.intfin.2023.101786⟩
Poster
Victor Trappler, Arthur Vidard
State-dependent Preconditioning for Data Assimilation
54th International Liège Colloquium: Machine Learning and Data Analysis in Oceanography, May 2023, Liège, Belgium.
Communication dans un congrès
Thibault Goyallon, Bhrigu Kumar Lahkar, P 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
Pré-publication, Document de travail
Areski Cousin, Jérôme Lelong, Tom Picard
Mean-variance dynamic portfolio allocation with transaction costs: a Wiener chaos expansion approach
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
ICLR 2023 Reincarnating Reinforcement Learning Workshop, May 2023, Kigali, Rwanda
Article dans une revue
Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda
Expression-preserving face frontalization improves visually assisted speech processing
International Journal of Computer Vision, 2023, 131 (5), pp.1122-1140
Pré-publication, Document de travail
Emanuele Borgonovo, Elmar Plischke, Clémentine Prieur
Total Effects with Constrained Features
2023