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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
Systems and Control Letters, 2021, 148, ⟨10.1016/j.sysconle.2020.104851⟩
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
ICDE 2021 - IEEE 37th International Conference on Data Engineering, Apr 2021, Chania, Greece. pp.2027-2032, ⟨10.1109/ICDE51399.2021.00195⟩
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.
Data in Brief, 2021, 38, pp.1-7. ⟨10.1016/j.dib.2021.107429⟩
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.
CDMRI 2021 - International Workshop on Computational Diffusion MRI, Oct 2021, Strasbourg, France. pp.159-170, ⟨10.1007/978-3-030-87615-9_14⟩
Conference papers inserm-03366318v1
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Active Subdivision Surfaces for the Semiautomatic Segmentation of Biomedical Volumes

Anaïs Badoual , Lucia Romani , Michael Unser
IEEE Transactions on Image Processing, 2021, 30, pp.5739-5753. ⟨10.1109/TIP.2021.3087947⟩
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
Discrete Event Dynamic Systems, 2021, 31, pp.163-184. ⟨10.1007/s10626-020-00327-9⟩
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.
Mathematics of Computation, 2021, 90 (332), ⟨10.1090/mcom/3669⟩
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