Gradient Descent on Infinitely Wide Neural Networks: Global Convergence and Generalization
Francis Bach
,
Lénaïc Chizat
International Congress of Mathematicians , 2022, Saint-Petersbourg, Russia
Conference papers
hal-03379011v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
A Lightweight Goal-Based model for Trajectory Prediction
Amina Ghoul
,
Kaouther Messaoud
,
Itheri Yahiaoui
,
Anne Verroust-Blondet
,
Fawzi Nashashibi
et al.
Conference papers
hal-03790468v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
OSLO: On-the-Sphere Learning for Omnidirectional images and its application to 360-degree image compression
Navid Mahmoudian Bidgoli
,
Roberto Azevedo
,
Thomas Maugey
,
Aline Roumy
,
Pascal Frossard
et al.
IEEE Transactions on Image Processing , 2022, pp.1-16
Journal articles
hal-03833562v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Towards a Governance Framework for Brain Data
Marcello Ienca
,
Joseph J Fins
,
Ralf J Jox
,
Fabrice Jotterand
,
Silja Voeneky
et al.
Journal articles
hal-03956305v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
ICLR 2022 Challenge for Computational Geometry & Topology: Design and Results
Adele Myers
,
Saiteja Utpala
,
Shubham Talbar
,
Sophia Sanborn
,
Christian Shewmake
et al.
Proceedings of Machine Learning Research , 2022, Topological, Algebraic and Geometric Learning Workshops 2022, 196, pp.269-276.
⟨10.5281/zenodo.6554616⟩
Journal articles
hal-03903044v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
UnderGrad: A universal black-box optimization method with almost dimension-free convergence rate guarantees
Kimon Antonakopoulos
,
Dong Quan Vu
,
Vokan Cevher
,
Kfir Yehuda Levy
,
Panayotis Mertikopoulos
et al.
ICML 2022 - 39th International Conference on Machine Learning , Jul 2022, Baltimore, United States. pp.1-31
Conference papers
hal-03874041v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
Aurélien Bellet
,
Anne-Marie Kermarrec
,
Erick Lavoie
41st International Symposium on Reliable Distributed Systems (SRDS) , 2022, Vienna, Austria
Conference papers
hal-03905085v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Stabilization of the linearized water tank system
Jean-Michel Coron
,
Amaury Hayat
,
Shengquan Xiang
,
Christophe Zhang
Journal articles
hal-03161523v2
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Stability of optimal traffic plans in the irrigation problem
Maria Colombo
,
Antonio de Rosa
,
Andrea Marchese
,
Paul Pegon
,
Antoine Prouff
et al.
Journal articles
hal-02519237v2
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Computation of the self-diffusion coefficient with low-rank tensor methods: application to the simulation of a cross-diffusion system
Jad Dabaghi
,
Virginie Ehrlacher
,
Christoph Strössner
2022
Preprints, Working Papers, ...
hal-03441986v2
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
A Component-Based Data Assimilation Strategy with Applications to Vascular Flows
Duc-Quang Bui
,
Pierre Mollo
,
Fabio Nobile
,
Tommaso Taddei
ESAIM: Proceedings and Surveys , In press
Journal articles
hal-03884154v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Tensor approximation of the self-diffusion matrix of tagged particle processes
Jad Dabaghi
,
Virginie Ehrlacher
,
Christoph Strössner
2022
Preprints, Working Papers, ...
hal-03635205v2
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Fredholm backstepping for critical operators and application to rapid stabilization for the linearized water waves
Ludovick Gagnon
,
Amaury Hayat
,
Shengquan Xiang
,
Christophe Zhang
2022
Preprints, Working Papers, ...
hal-03892656v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Discrete logarithms in quasi-polynomial time in finite fields of fixed characteristic
Thorsten Kleinjung
,
Benjamin Wesolowski
Journal articles
hal-03347994v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data
Batiste Le Bars
,
Aurélien Bellet
,
Marc Tommasi
,
Erick Lavoie
,
Anne-Marie Kermarrec
et al.
2022
Preprints, Working Papers, ...
hal-03905091v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
A survey on multi-player bandits
Etienne Boursier
,
Vianney Perchet
2022
Preprints, Working Papers, ...
hal-03941302v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction
Georgios Damaskinos
,
Rachid Guerraoui
,
Anne-Marie Kermarrec
,
Vlad Nitu
,
Rhicheek Patra
et al.
ACM Transactions on Intelligent Systems and Technology , 2022, 13 (5), pp.1-30.
⟨10.1145/3527621⟩
Journal articles
hal-03906055v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Asymptotic models of the diffusion MRI signal accounting for geometrical deformations
Zheyi Yang
,
Imen Mekkaoui
,
Jan Hesthaven
,
Jing-Rebecca Li
2022
Preprints, Working Papers, ...
hal-03939649v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Lipschitz Continuity of the Schrödinger Map in Entropic Optimal Transport
Guillaume Carlier
,
Lénaïc Chizat
,
Maxime Laborde
2022
Preprints, Working Papers, ...
hal-03793562v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Acceleration of Gossip Algorithms through the Euler-Poisson-Darboux Equation
Raphaël Berthier
,
Mufan Bill Li
2022
Preprints, Working Papers, ...
hal-03582008v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
No-Regret Learning in Games with Noisy Feedback: Faster Rates and Adaptivity via Learning Rate Separation
Yu-Guan Hsieh
,
Kimon Antonakopoulos
,
Volkan Cevher
,
Panayotis Mertikopoulos
NeurIPS 2022 - 36th International Conference on Neural Information Processing Systems , Nov 2022, New Orleans, United States
Conference papers
hal-03694134v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
On the symmetries in the dynamics of wide two-layer neural networks
Karl Hajjar
,
Lenaic Chizat
2022
Preprints, Working Papers, ...
hal-03829400v4
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Attention-Guided Generative Adversarial Network for Explainable Thermal to Visible Face Recognition
Cunjian Chen
,
David Anghelone
,
Philippe Faure
,
Antitza Dantcheva
IEEE International joint conference on biometrics , Oct 2022, Abu Dhabi, United Arab Emirates
Conference papers
hal-03936358v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Learning in games from a stochastic approximation viewpoint
Panayotis Mertikopoulos
,
Ya-Ping Hsieh
,
Volkan Cevher
2022
Preprints, Working Papers, ...
hal-03874012v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Evocube: a Genetic Labeling Framework for Polycube-Maps
Corentin Dumery
,
François Protais
,
Sébastien Mestrallet
,
Christophe Bourcier
,
Franck Ledoux
et al.
Journal articles
hal-03657779v3
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Differentiated consistency for worldwide gossips
Davide Frey
,
Achour Mostefaoui
,
Matthieu Perrin
,
Pierre-Louis Roman
,
Francois Taiani
et al.
Journal articles
hal-03797554v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Physics-informed deep neural network for rigid-body protein docking
Freyr Sverrisson
,
Jean Feydy
,
Joshua Southern
,
Michael M Bronstein
,
Bruno E Correia
et al.
MLDD 2022 - Machine Learning for Drug Discovery Workshop of ICLR 2022 , Apr 2022, Virtual conference, France
Conference papers
hal-03949198v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
New advances to prepare GYSELA-X code for exascale global gyrokinetic plasma turbulence simulations: porting on GPU and ARM architectures
Virginie Grandgirard
,
Kevin Obrejan
,
Dorian Midou
,
Y Asahi
,
P-E Bernard
et al.
PASC22 - Conderence on The Platform for Advanced Scientific Computing , the Association for Computing Machinery (ACM); the Swiss National Supercomputing Centre (CSCS), Jun 2022, Bâle (virtual event), Switzerland. pp.1-21
Conference papers
cea-03740685v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Lyapunov functions and finite time stabilization in optimal time for homogeneous linear and quasilinear hyperbolic systems
Jean-Michel Coron
,
Hoai-Minh Nguyen
Annales de l'Institut Henri Poincaré C, Analyse non linéaire , 2022, 39 (5), pp.1235-1260
Journal articles
hal-02895516v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
The Spectral Bias of Polynomial Neural Networks
Moulik Choraria
,
Leello Dadi
,
Grigorios G. Chrysos
,
Julien Mairal
,
Volkan Cevher
et al.
ICLR 2022 - International Conference on Learning Representations , Apr 2022, Virtual, France. pp.1-30
Conference papers
hal-03878338v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More