1 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- École PolytechniqueFR3 papers
- Centre de Mathématiques Appliquées de l'École polytechniqueFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Chinese University of Hong Kong, ShenzhenCN1 paper
- Laboratoire de Mathématiques Blaise PascalFR1 paper
- Laboratoire d'Informatique Gaspard-MongeFR1 paper
- Lapland University of Applied SciencesFI1 paper
- Laser Scan Engineering (United Kingdom)GB1 paper
- Manufacturing Advocacy & Growth Network (United States)US1 paper
- Nippon Soda (Japan)JP1 paper
- Satellite Observing Systems (United Kingdom)GB1 paper
- Technology Solutions Experts (United States)US1 paper
14 papers
Pitch Spelling Jazz Lead Sheets, Solo Transcriptions, Classical Piano and Monophonic Scores
Augustin Bouquillard, Florent Jacquemard
We present an algorithm for pitch spelling and key estimation. Given an input in MIDI-like format, containing information on note pitches (expressed in semitones relative to the lo…
Geodesics and Wandering Exponents in Brochette First-Passage Percolation
Maxime Marivain
We study geodesics in the Brochette first-passage percolation model, where edges on the same axis-parallel line share a common random passage time, inducing long-range dependence.…
Revisiting the Sliced Wasserstein Kernel for persistence diagrams: a Figalli-Gigli approach
Marc Janthial, Théo Lacombe
The Sliced Wasserstein Kernel (SWK) for persistence diagrams was introduced in (Carri{è}re et al. 2017) as a powerful tool to implicitly embed persistence diagrams in a Hilbert spa…
Live Knowledge Tracing: Real-Time Adaptation using Tabular Foundation Models
Mounir Lbath, Alexandre Parésy, Abdelkayoum Kaddouri +2
Deep knowledge tracing models have achieved significant breakthroughs in modeling student learning trajectories. However, these architectures require substantial training time and…
Competition among seaports through Mean Field Games and real-world data
Charles-Albert Lehalle, Giulia Livieri
This paper presents a Mean Field Game (MFG) model for maritime traffic flow, treating the navigation of ships between seaports as a large-scale stochastic control problem. The MFG…
Generalization in Representation Models via Random Matrix Theory: Application to Recurrent Networks
Yessin Moakher, Malik Tiomoko, Cosme Louart +1
We first study the generalization error of models that use a fixed feature representation (frozen intermediate layers) followed by a trainable readout layer. This setting encompass…
Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency
Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere +1
Synchronous federated learning (FL) scales poorly with the number of clients due to the straggler effect. Algorithms like FedAsync and GeneralizedFedAsync address this limitation b…
Central Limit Theorem for Bayesian Neural Network trained with Variational Inference
Arnaud Descours, Tom Huix, Arnaud Guillin +3
In this paper, we rigorously derive Central Limit Theorems (CLT) for Bayesian two-layerneural networks in the infinite-width limit and trained by variational inference on a regress…
Some extensions of the -divergence moment closures for the radiative transfer equation
Micheal R A Abdelmalik, Zhenning Cai, Teddy Pichard
The -divergence-based moment method was recently introduced Abdelmalik et al. (2023) for the discretization of the radiative transfer equation. At the continuous level, this met…
Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference
Arnaud Descours, Tom Huix, Arnaud Guillin +3
We provide a rigorous analysis of training by variational inference (VI) of Bayesian neural networks in the two-layer and infinite-width case. We consider a regression problem with…
Gaussian Agency problems with memory and Linear Contracts
Eduardo Abi Jaber, Stéphane Villeneuve
Can a principal still offer optimal dynamic contracts that are linear in end-of-period outcomes when the agent controls a process that exhibits memory? We provide a positive answer…
Post-Quantum Oblivious Transfer from Smooth Projective Hash Functions with Grey Zone
Slim Bettaieb, Loïc Bidoux, Olivier Blazy +2
Oblivious Transfer (OT) is a major primitive for secure multiparty computation. Indeed, combined with symmetric primitives along with garbled circuits, it allows any secure functio…
Einstein Constraint Equations for Kaluza-Klein Spacetimes
Cécile Huneau, Caterina Vâlcu
The aim of this article is to construct initial data for the Einstein equations on manifolds of the form R n+1 x T m , which are asymptotically flat at infinity, without assuming a…
Wavelet: Code-based postquantum signatures with fast verification on microcontrollers
Gustavo Banegas, Thomas Debris-Alazard, Milena Nedeljković +1
This work presents the first full implementation of Wave, a postquantum code-based signature scheme. We define Wavelet, a concrete Wave scheme at the 128-bit classical security lev…