Expressive Losses for Verified Robustness via Convex Combinations
Alessandro De Palma
,
Rudy Bunel
,
Krishnamurthy Dvijotham
,
M Pawan Kumar
,
Robert Stanforth
,
et al.
ICLR 2024 - International Conference on Learning Representations , May 2024, Vienna, Austria
Communication dans un congrès
hal-04511820v1
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Concentrated Differential Privacy for Bandits
Achraf Azize
,
Debabrota Basu
Communication dans un congrès
hal-04611650v1
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Reinforcement Learning in the Wild with Maximum Likelihood-based Model Transfer
Hannes Eriksson
,
Tommy Tram
,
Debabrota Basu
,
Mina Alibeigi
,
Christos Dimitrakakis
23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS) , May 2024, Auckland, New Zealand. pp.516-524,
⟨10.5555/3635637.3662902⟩
Communication dans un congrès
hal-04260795v1
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A geometric decomposition of finite games: Convergence vs. recurrence under exponential weights
Davide Legacci
,
Panayotis Mertikopoulos
,
Bary Pradelski
ICML 2024 - 41st International Conference on Machine Learning , Jul 2024, Vienna, Austria. pp.1-49
Communication dans un congrès
hal-04629310v1
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The Computational Complexity of Finding Second-Order Stationary Points
Andreas Kontogiannis
,
Vasilis Pollatos
,
Sotiris Kanellopoulos
,
Panayotis Mertikopoulos
,
Aris Pagourtzis
,
et al.
ICML 2024 - 41st International Conference on Machine Learning , Jul 2024, Vienna, Austria. pp.1-35
Communication dans un congrès
hal-04629307v1
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A PAC-Bayesian Link Between Generalisation and Flat Minima
Maxime Haddouche
,
Paul Viallard
,
Umut Şimşekli
,
Benjamin Guedj
2024
Pré-publication, Document de travail
hal-04455639v1
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Keep the Momentum: Conservation Laws beyond Euclidean Gradient Flows
Sibylle Marcotte
,
Rémi Gribonval
,
Gabriel Peyré
41st International Conference on Machine Learning , Jul 2024, Vienna, Austria
Communication dans un congrès
hal-04590932v1
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Reconstructing discrete measures from projections. Consequences on the empirical Sliced Wasserstein Distance
Eloi Tanguy
,
Rémi Flamary
,
Julie Delon
2024
Pré-publication, Document de travail
hal-04232769v2
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Properties of Discrete Sliced Wasserstein Losses
Eloi Tanguy
,
Rémi Flamary
,
Julie Delon
2024
Pré-publication, Document de travail
hal-04232766v2
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What is the long-run distribution of stochastic gradient descent? A large deviations analysis
Waïss Azizian
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
ICML 2024 - 41st International Conference on Machine Learning , Jul 2024, Vienna, Austria. pp.1-70
Communication dans un congrès
hal-04629305v1
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Heavy Ball Momentum for Non-Strongly Convex Optimization
Jean-François Aujol
,
Charles Dossal
,
Hippolyte Labarrière
,
Aude Rondepierre
2024
Pré-publication, Document de travail
hal-04500652v1
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Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithms
Timothée Mathieu
,
Debabrota Basu
,
Odalric-Ambrym Maillard
Transactions on Machine Learning Research Journal , 2024
Article dans une revue
hal-04615733v1
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Open Problem: What is the Complexity of Joint Differential Privacy in Linear Contextual Bandits?
Achraf Azize
,
Debabrota Basu
Proceedings of Thirty Seventh Conference on Learning Theory , Jul 2024, Edmonton (Alberta), Canada
Communication dans un congrès
hal-04621903v1
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Tamed Langevin sampling under weaker conditions
Iosif Lytras
,
Panayotis Mertikopoulos
2024
Pré-publication, Document de travail
hal-04629313v1
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Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates
Rémi Leluc
,
Aymeric Dieuleveut
,
François Portier
,
Johan Segers
,
Aigerim Zhuman
2024
Pré-publication, Document de travail
hal-04438124v1
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Make Inference Faster: Efficient GPU Memory Management for Butterfly Sparse Matrix Multiplication
Antoine Gonon
,
Léon Zheng
,
Pascal Carrivain
,
Quoc-Tung Le
2024
Pré-publication, Document de travail
hal-04584450v2
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Joint structure-texture low dimensional modeling for image decomposition with a plug and play framework
Antoine Guennec
,
Jean-François Aujol
,
Yann Traonmilin
2024
Pré-publication, Document de travail
hal-04648963v1
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Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
Batiste Le Bars
,
Aurélien Bellet
,
Marc Tommasi
,
Kevin Scaman
,
Giovanni Neglia
ICML 2024 - The Forty-first International Conference on Machine Learning , Jul 2024, Vienne, Austria
Communication dans un congrès
hal-04611418v1
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Monotonicity and the Precision of Program Analysis
Marco Campion
,
Mila Dalla Preda
,
Roberto Giacobazzi
,
Caterina Urban
Proceedings of the ACM on Programming Languages , 2024, 8 (POPL), pp.1629-1662.
⟨10.1145/3632897⟩
Article dans une revue
hal-04423578v1
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LOCOST: State-Space Models for Long Document Abstractive Summarization
Florian Le Bronnec
,
Song Duong
,
Mathieu Ravaut
,
Alexandre Allauzen
,
Nancy F. Chen
,
et al.
European Chapter of the Association for Computational Linguistics (EACL) , Mar 2024, St. Julian’s, Malta
Communication dans un congrès
hal-04438465v1
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Accelerating the convergence of Newton's method for nonlinear elliptic PDEs using Fourier neural operators
Joubine Aghili
,
Romain Hild
,
Victor Michel-Dansac
,
Vincent Vigon
,
Emmanuel Franck
2024
Pré-publication, Document de travail
hal-04440076v2
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Discrete-to-continuous crystalline curvature flows
Antonin Chambolle
,
Daniele de Gennaro
,
Massimiliano Morini
2024
Pré-publication, Document de travail
hal-04500307v2
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Promouvoir des modèles d’intelligence artificielle frugale pour et par les politiques publiques
Maxime Amisse
,
Mélissa Faur
,
Lucie Gonard
,
André Orcesi
Ecole des Ponts Paris Tech, Paris-France. 2024
Rapport
hal-04510171v1
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Convergence of SGD for Training Neural Networks with Sliced Wasserstein Losses
Eloi Tanguy
2024
Pré-publication, Document de travail
hal-04232792v2
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Inclusion and estimates for the jumps of minimizers in variational denoising
Antonin Chambolle
,
Michał Łasica
2023
Pré-publication, Document de travail
hal-04323807v1
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A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training
Sami Ben Ali
,
Silviu-Ioan Filip
,
Olivier Sentieys
DATE 2024 - 27th IEEE/ACM Design, Automation and Test in Europe , Mar 2024, Valencia, Spain. pp.1-6
Communication dans un congrès
hal-04380270v2
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Investigating on Gradient Regularization for Testing Neural Networks
Nicolo Bellarmino
,
Alberto Bosio
,
Riccardo Cantoro
,
Annachiara Ruospo
,
Ernesto Sanchez
,
et al.
LOD 2024 : 10th International Conference on machine Learning, Optimization and Data science , Sep 2024, Riva de Sole, Italy
Communication dans un congrès
hal-04604264v1
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Study of the behaviour of Nesterov Accelerated Gradient in a non convex setting: the strongly quasar convex case
J Hermant
,
J.-F Aujol
,
C Dossal
,
A Rondepierre
2024
Pré-publication, Document de travail
hal-04589853v1
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On the Impact of Output Perturbation on Fairness in Binary Linear Classification
Vitalii Emelianov
,
Michaël Perrot
2024
Pré-publication, Document de travail
hal-04440982v1
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Tighter Generalisation Bounds via Interpolation
Paul Viallard
,
Maxime Haddouche
,
Umut Şimşekli
,
Benjamin Guedj
2024
Pré-publication, Document de travail
hal-04456925v1
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