Recherche - Université Paris-Saclay

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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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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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Constrained Approximate Optimal Transport Maps

Eloi Tanguy , Agnès Desolneux , Julie Delon
2024
Pré-publication, Document de travail hal-04705433v1
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Permutation Equivariant Deep Reinforcement Learning for Multi-Armed Bandit

Zhuofan Xu , Benedikt Bollig , Matthias Függer , Thomas Nowak
36th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Oct 2024, Herndon, United States
Communication dans un congrès hal-04787072v1
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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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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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Error Analysis of Sum-Product Algorithms under Stochastic Rounding

Pablo de Oliveira Castro , El-Mehdi El Arar , Eric Petit , Devan Sohier
2024
Pré-publication, Document de travail hal-04787542v2