CaBRNet, an open-source library for developing and evaluating Case-Based Reasoning Models
Romain Xu-Darme
,
Aymeric Varasse
,
Alban Grastien
,
Julien Girard
,
Zakaria Chihani
xAI 2024 - The 2nd World Conference on eXplainable Artificial Intelligence , Jul 2024, La valette, Malta. pp.TBD
Communication dans un congrès
cea-04688217v2
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Differentiable Owen Scrambling
Bastien Doignies
,
David Coeurjolly
,
Nicolas Bonneel
,
Julie Digne
,
Jean-Claude Iehl
,
et al.
ACM Transactions on Graphics , 2024, proceeding of Siggraph ASIA 2024, 43 (6), pp.255.
⟨10.1145/3687764⟩
Article dans une revue
hal-04721127v1
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On Sparsity and Sub-Gaussianity in the Johnson-Lindenstrauss Lemma
Aurélien Garivier
,
Emmanuel Pilliat
2024
Pré-publication, Document de travail
hal-04690731v2
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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
Communication dans un congrès
hal-04629307v1
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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
Communication dans un congrès
hal-04629310v1
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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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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-04648963v2
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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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Combining Weight Approximation, Sharing and Retraining for Neural Network Model Compression
Prachi Kashikar
,
Olivier Sentieys
,
Sharad Sinha
ACM Transactions on Embedded Computing Systems (TECS) , 2024, 23, pp.1 - 23.
⟨10.1145/3687466⟩
Article dans une revue
hal-04764621v1
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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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When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning
Naheed Anjum Arafat
,
Debabrota Basu
,
Yulia Gel
,
Yuzhou Chen
2024
Pré-publication, Document de travail
hal-04708183v1
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Reconstructing discrete measures from projections. Consequences on the empirical Sliced Wasserstein Distance
Eloi Tanguy
,
Rémi Flamary
,
Julie Delon
Comptes Rendus. Mathématique , 2024, 362, pp.1121--1129
Article dans une revue
hal-04232769v2
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Supra-Laplacian Encoding for Transformer on Dynamic Graphs
Yannis Karmim
,
Marc Lafon
,
Raphaël Fournier S'Niehotta
,
Nicolas Thome
The Thirty-eighth Annual Conference on Neural Information Processing Systems , Dec 2024, Vancouver (CA), Canada
Communication dans un congrès
hal-04785441v1
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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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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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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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Gradient correlation is needed to accelerate SGD with momentum
Julien Hermant
,
Marien Renaud
,
Jean-François Aujol
,
Charles Dossal
,
Aude Rondepierre
2024
Pré-publication, Document de travail
hal-04728121v1
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Fast inference with Kronecker-sparse matrices
Antoine Gonon
,
Léon Zheng
,
Pascal Carrivain
,
Quoc-Tung Le
2024
Pré-publication, Document de travail
hal-04584450v4
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Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints
Udvas Das
,
Debabrota Basu
Seventeenth European Workshop on Reinforcement Learning (EWRL) , Oct 2024, Toulouse, France
Communication dans un congrès
hal-04784911v1
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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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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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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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Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges
Audrey Poinsot
,
Alessandro Leite
,
Nicolas Chesneau
,
Michele Sebag
,
Marc Schoenauer
IJCAI 2024 - Thirty-Third International Joint Conference on Artificial Intelligence , Aug 2024, Jeju, South Korea. pp.8207-8215,
⟨10.24963/ijcai.2024/907⟩
Communication dans un congrès
hal-04706985v1
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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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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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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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Complexity Analysis of Regularization Methods for Implicitly Constrained Least Squares
Akwum Onwunta
,
Clément Royer
Article dans une revue
hal-04745284v1
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The rate of convergence of Bregman proximal methods: Local geometry vs. regularity vs. sharpness
Waïss Azizian
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
Article dans une revue
hal-04307796v1
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On the discrete-time origins of the replicator dynamics: From convergence to instability and chaos
Fryderyk Falniowski
,
Panayotis Mertikopoulos
2024
Pré-publication, Document de travail
hal-04629311v1
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Quick or cheap? Breaking points in dynamic markets
Panayotis Mertikopoulos
,
Heinrich H Nax
,
Bary S R Pradelski
Article dans une revue
hal-04664218v1
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