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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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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Concentrated Differential Privacy for Bandits
Achraf Azize
,
Debabrota Basu
Communication dans un congrès
hal-04611650v1
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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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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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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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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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Reinforcement Planning for effective ε-optimal policies in dense time with discontinuities
Léo Henry
,
Blaise Genest
,
Alexandre Drewery
43rd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science , Dec 2023, hyderabad, India.
⟨10.4230/LIPIcs⟩
Communication dans un congrès
hal-04280462v1
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Path-metrics, pruning, and generalization
Antoine Gonon
,
Nicolas Brisebarre
,
Elisa Riccietti
,
Rémi Gribonval
2024
Pré-publication, Document de travail
hal-04584311v2
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Quantitative Input Usage Static Analysis
Denis Mazzucato
,
Marco Campion
,
Caterina Urban
Communication dans un congrès
hal-04339001v3
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On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence
Achraf Azize
,
Marc Jourdan
,
Aymen Al Marjani
,
Debabrota Basu
NeurIPS 2023 – Conference on Neural Information Processing Systems , Dec 2023, New Orleans (US), United States. pp.71150--71194
Communication dans un congrès
hal-04215474v1
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A Zonotopic Dempster-Shafer Approach to the Quantitative Verification of Neural Networks
Eric Goubault
,
Sylvie Putot
2024
Pré-publication, Document de travail
hal-04546350v2
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Graph Coarsening with Message-Passing Guarantees
Antonin Joly
,
Nicolas Keriven
2024
Pré-publication, Document de travail
hal-04617519v1
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CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption
Shubhada Agrawal
,
Timothée Mathieu
,
Debabrota Basu
,
Odalric-Ambrym Maillard
International Conference on Algorithmic Learning Theory (ALT) , Feb 2024, San Diego (CA), United States. pp.74-124
Communication dans un congrès
hal-04260464v1
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FLIPHAT: Joint Differential Privacy for High Dimensional Sparse Linear Bandits
Sunrit Chakraborty
,
Saptarshi Roy
,
Debabrota Basu
2024
Pré-publication, Document de travail
hal-04615697v1
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Differentially Private Best-Arm Identification
Achraf Azize
,
Marc Jourdan
,
Aymen Al Marjani
,
Debabrota Basu
2024
Pré-publication, Document de travail
hal-04615690v1
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On the sequential convergence of Lloyd's algorithms
Léo Portales
,
Elsa Cazelles
,
Edouard Pauwels
2024
Pré-publication, Document de travail
hal-04593982v1
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Robust risk management via multi-marginal optimal transport
Quentin Mérigot
,
Luca Nenna
,
Hamza Ennaji
,
Brendan Pass
2022
Pré-publication, Document de travail
hal-03852245v1
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Abstract Interpretation-Based Feature Importance for Support Vector Machines
Abhinandan Pal
,
Francesco Ranzato
,
Caterina Urban
,
Marco Zanella
25th International Conference on Verification, Model Checking, and Abstract Interpretation (VMCAI 2024) , Jan 2024, London, United Kingdom. pp.27-49,
⟨10.1007/978-3-031-50524-9_2⟩
Communication dans un congrès
hal-04378817v1
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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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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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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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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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