Publications

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Sont listées ci-dessous, par année, les publications figurant dans l'archive ouverte HAL.
2023
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Crediting football players for creating dangerous actions in an unbiased way: the generation of threat (GoT) indices
- Baouan Ali
- Coustou Sebastien
- Lacome Mathieu
- Pulido Sergio
- Rosenbaum Mathieu
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Bit-complexity estimates in geometric programming, and application to the polynomial-time computation of the spectral radius of nonnegative tensors
- Friedland Shmuel
- Gaubert Stéphane
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On the Impossible Safety of Large AI Models
- El-Mhamdi El-Mahdi
- Farhadkhani Sadegh
- Guerraoui Rachid
- Gupta Nirupam
- Hoang Lê-Nguyên
- Pinot Rafaël
- Rouault Sébastien
- Stephan John
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Hierarchies d'autoroutes pour les équations d'Hamilton-Jacobi-Bellman (HJB)
- Liu Shanqing
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On the polygonal Faber-Krahn inequality
- Bogosel Beniamin
- Bucur Dorin
DOI : 10.5802/jep.250 -
Credit Assignment in Deep Reinforcement Learning
- Mesnard Thomas
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Recent progress on limit theorems for large stochastic particle systems
- Fathi Max
- Le Bris Pierre
- Menegaki Angeliki
- Monmarché Pierre
- Reygner Julien
- Tomasevic Milica
DOI : 10.1051/proc/202375002 -
Learning extreme expected shortfall with neural networks
- Allouche Michaël
- Girard Stéphane
- Gobet Emmanuel
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Wave propagation in random media: beyond Gaussian statistics
- Garnier Josselin
DOI : 10.1051/proc/202374063 -
Estimation of extreme expected shortfall with neural networks
- Allouche Michaël
- Girard Stéphane
- Gobet Emmanuel
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Optimizing Markov Chain Monte Carlo Convergence with Normalizing Flows and Gibbs Sampling
- Schönle Christoph
- Gabrié Marylou
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Random subsequences problems : asymptotics, variance, and quantum statistics.
- Deslandes Clément
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Dynamics of dilute gases : a statistical approach
- Bodineau Thierry
- Gallagher Isabelle
- Saint-Raymond Laure
- Simonella Sergio
DOI : 10.4171/ICM2022/130 -
Résolution numérique de l'équation du transport de neutrons par la méthode des harmoniques sphériques et une méthode de Galerkin discontinue
- Assogba Kenneth
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A Quantization Procedure for Nonlinear Pricing with an Application to Electricity Markets
- Jacquet Quentin
- van Ackooij Wim
- Alasseur Clémence
- Gaubert Stéphane
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On Fundamental Proof Structures in First-Order Optimization
- Goujaud Baptiste
- Dieuleveut Aymeric
- Taylor Adrien
DOI : 10.48550/arXiv.2310.02015 -
Convolutional Monge Mapping Normalization for learning on sleep data
- Gnassounou Theo
- Flamary Rémi
- Gramfort Alexandre
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Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent
- Pavasovic Krunoslav Lehman
- Durmus Alain
- Simsekli Umut
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Conditional score-based diffusion models for Bayesian inference in infinite dimensions
- Baldassari Lorenzo
- Siahkoohi Ali
- Garnier Josselin
- Sølna Knut
- de Hoop Maarten V.
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SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities
- Van Assel Hugues
- Vayer Titouan
- Flamary Rémi
- Courty Nicolas
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Nonlocal approximation of the anisotropic perimeter and application to topology optimization
- Amstutz Samuel
- Bogosel Beniamin
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Plans d'expériences pour simulations numériques
- Sire Charlie
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Plans d'expériences: Plans associés à la régression linéaire
- Sire Charlie
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Almost sharp rates of convergence for the average cost and displacement in the optimal matching problem
- Goldman Michael
- Huesmann Martin
- Otto Felix
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Distances on the $\mathrm{CLE}_4$, critical Liouville quantum gravity and $3/2$-stable maps
- Kammerer Emmanuel