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Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning
Vivien Cabannes
,
Loucas Pillaud-Vivien
,
Francis Bach
,
Alessandro Rudi
NeurIPS 2021 - Thirty-fifth conference on Neural Information Processing Systems (NeurIPS), Dec 2021, Online, Unknown Region
Conference papers
hal-03454809v1
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Null-controllability of linear hyperbolic systems in one dimensional space
Jean-Michel Coron
,
Hoai-Minh Nguyen
Journal articles
hal-02334761v1
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Sifting through the noise: Universal first-order methods for stochastic variational inequalities
Kimon Antonakopoulos
,
Thomas Pethick
,
Ali Kavis
,
Panayotis Mertikopoulos
,
Volkan Cevher
et al.
NeurIPS 2021 - 35th International Conference on Neural Information Processing Systems, Dec 2021, Virtual, Unknown Region. pp.1-39
Conference papers
hal-03357714v1
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Cluster-and-Conquer: When Randomness Meets Graph Locality
George Giakkoupis
,
Anne-Marie Kermarrec
,
Olivier Ruas
,
François Taïani
Conference papers
hal-03346860v1
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Sequential Algorithms for Testing Closeness of Distributions
Omar Fawzi
,
Nicolas Flammarion
,
Aurélien Garivier
,
Aadil Oufkir
NeurIPS 2021, Dec 2021, Virtual, France
Conference papers
hal-03481048v1
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Equilibrium reconstruction of discharges from EUROfusion tokamaks using the WPCD scientific workflows
A Merle
,
R Coelho
,
F Carpanese
,
S Dixon
,
M Dunne
et al.
47th EPS Conference on Plasma Physics, Jun 2021, Milan, Italy
Conference papers
hal-03422441v1
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D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
Aurélien Bellet
,
Anne-Marie Kermarrec
,
Erick Lavoie
2021
Preprints, Working Papers, ...
hal-03498160v1
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Empowering Investigative Journalism with Graph-based Heterogeneous Data Management
Angelos-Christos Anadiotis
,
Oana Balalau
,
Théo Bouganim
,
Francesco Chimienti
,
Helena Galhardas
et al.
Bulletin of the Technical Committee on Data Engineering, In press
Journal articles
hal-03337650v1
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Regret minimization in stochastic non-convex learning via a proximal-gradient approach
Nadav Hallak
,
Panayotis Mertikopoulos
,
Volkan Cevher
ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Vienna, Austria
Conference papers
hal-03043872v1
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A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip
Mathieu Even
,
Raphaël Berthier
,
Francis Bach
,
Nicolas Flammarion
,
Pierre Gaillard
et al.
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Sydney (virtual), Australia. pp.1-32
Conference papers
hal-03405165v1
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Fredholm transformation on Laplacian and rapid stabilization for the heat equations
Ludovick Gagnon
,
Amaury Hayat
,
Shengquan Xiang
,
Christophe Zhang
2021
Preprints, Working Papers, ...
hal-03319847v2
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The limits of min-max optimization algorithms: Convergence to spurious non-critical sets
Ya-Ping Hsieh
,
Panayotis Mertikopoulos
,
Volkan Cevher
ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Vienna, Austria
Conference papers
hal-03043862v1
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The diffusion-simulated connectivity (DiSCo) dataset
Jonathan Rafael-Patino
,
Gabriel Girard
,
Raphaël Truffet
,
Marco Pizzolato
,
Emmanuel Caruyer
et al.
Journal articles
inserm-03366969v1
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The Microstructural Features of the Diffusion-Simulated Connectivity (DiSCo) Dataset
Jonathan Rafael-Patino
,
Gabriel Girard
,
Raphaël Truffet
,
Marco Pizzolato
,
Jean-Philippe Thiran
et al.
Conference papers
inserm-03366318v1
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Active Subdivision Surfaces for the Semiautomatic Segmentation of Biomedical Volumes
Anaïs Badoual
,
Lucia Romani
,
Michael Unser
Journal articles
hal-03286705v1
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Compositional Verification of Byzantine Consensus
Nathalie Bertrand
,
Vincent Gramoli
,
Igor Konnov
,
Marijana Lazic
,
Pierre Tholoniat
et al.
2021
Preprints, Working Papers, ...
hal-03158911v1
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A Pseudo-Linear Time Algorithm for the Optimal Discrete Speed Minimizing Energy Consumption
Bruno Gaujal
,
Alain Girault
,
Stéphan Plassart
Journal articles
hal-03030416v2
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Advances and Open Problems in Federated Learning
Peter Kairouz
,
Brendan H. Mcmahan
,
Brendan Avent
,
Aurélien Bellet
,
Mehdi Bennis
et al.
Foundations and Trends in Machine Learning, 2021, 14 (1-2), pp.1-210
Journal articles
hal-02406503v2
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Computation of a 30 750-Bit Binary Field Discrete Logarithm
Robert Granger
,
Thorsten Kleinjung
,
Arjen K Lenstra
,
Benjamin Wesolowski
,
Jens Zumbrägel
et al.
Journal articles
hal-02945361v1
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A Continuized View on Nesterov Acceleration
Raphaël Berthier
,
Francis Bach
,
Nicolas Flammarion
,
Pierre Gaillard
,
Adrien Taylor
et al.
2021
Preprints, Working Papers, ...
hal-03138823v1
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Crowd against the machine: A simulation-based benchmark tool to evaluate and compare robot capabilities to navigate a human crowd
Fabien Grzeskowiak
,
David Gonon
,
Daniel Dugas
,
Diego Paez-Granados
,
Jen Jen Chung
et al.
ICRA 2021 - IEEE International Conference on Robotics and Automation, May 2021, Xian, China. pp.3879-3885
Conference papers
hal-03206221v1
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A C-library for Register Saturation Computation
Sébastien Briais
,
Sid Touati
Software
hal-03445821v1
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An Independent C-library for Register Pressure Reduction in Data Dependence Graphs.
Sébastien Briais
,
Sid Touati
Software
hal-03445804v1
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