4 citations
- Laboratoire d'Informatique de Paris-NordFR3 papers
- Université Sorbonne Paris NordFR3 papers
- Université Paris-SaclayFR2 papers
- CentraleSupélecFR1 paper
- Cheikh Anta Diop UniversitySN1 paper
- École Nationale Supérieure de l'Électronique et de ses ApplicationsFR1 paper
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR1 paper
- Engineering School of Information and Digital TechnologiesFR1 paper
- Geometric (India)IN1 paper
- Hôpital Charles-FoixFR1 paper
- Institut Lavoisier de VersaillesFR1 paper
- Institut Polytechnique de ParisFR1 paper
6 papers
Efficient Solving of Large Single Input Superstate Decomposable Markovian Decision Process
Youssef Ait El Mahjoub, Jean-Michel Fourneau, Salma Alouah
Solving Markov Decision Processes (MDPs) remains a central challenge in sequential decision-making, especially when dealing with large state spaces and long-term optimization crite…
OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities
Bilal Faye, Hanane Azzag, Mustapha Lebbah
Cross-modal alignment Learning integrates information from different modalities like text, image, audio and video to create unified models. This approach develops shared representa…
Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments: An Empirical Study on Tabular Data Streaming for Fraud Detection
Kodjo Mawuena Amekoe, Mustapha Lebbah, Gregoire Jaffre +2
Real-world tabular learning production scenarios typically involve evolving data streams, where data arrives continuously and its distribution may change over time. In such a setti…
Configuring an heterogeneous smartgrid network: complexity and approximations for tree topologies
Dominique Barth, Thierry Mautor, Dimitri Watel +1
We address the problem of configuring a power distribution network with reliability and resilience objectives by satisfying the demands of the consumers and saturating each product…
DBSCAN of Multi-Slice Clustering for Third-Order Tensors
Dina Faneva Andriantsiory, Joseph Ben Geloun, Mustapha Lebbah
Several methods for triclustering three-dimensional data require the cluster size or the number of clusters in each dimension to be specified. To address this issue, the Multi-Slic…
Flexibility can hurt dynamic matching system performance
Arnaud Cadas, Josu Doncel, Jean-Michel Fourneau +1
We study the performance of general dynamic matching models. This model is defined by a connected graph, where nodes represent the class of items and the edges the compatibilities…