output
20072026
most citedMaterialized View Selection by Query Clustering in XML Data Warehouses

20 citations

researchers with a paper here
collaborating institutions

59 papers

cs.AI2026

Discovering Relationships in Data Lakes Using Large Language Models: An Industrial Case

Ahlame Diouan, Eric Ferey, Sabine Loudcher +1

Data lakes rely on metadata to remain usable, yet this meta data is often limited or weakly informative for column relationship discovery, especially in ERP-derived datasets with c…

stat.OT2026

Deepest voting on rankings

Jean-Baptiste Aubin, Antoine Rolland, Ioana Gavra +2

This article aims to present a unified framework for ranking-based voting rules based on the use of depth functions on permutations, as a counterpart of deepest voting rules on eva…

stat.ML2026

PAC-Bayesian Generalization Guarantees for Fairness on Stochastic and Deterministic Classifiers

Julien Bastian, Benjamin Leblanc, Pascal Germain +5

Classical PAC generalization bounds on the prediction risk of a classifier are insufficient to provide theoretical guarantees on fairness when the goal is to learn models balancing…

stat.ME2025

NOVA: Coordinated Test Selection and Bayes-Optimized Constrained Randomization for Accelerated Coverage Closure

Weijie Peng, Nanbing Li, Jin Luo +5

Functional verification relies on large simulation-based regressions. Traditional test selection relies on static test features and overlooks actual coverage behavior, wasting subs…

cs.LG2025

User Profiles of Sleep Disorder Sufferers: Towards Explainable Clustering and Differential Variable Analysis

Sifeddine Sellami, Juba Agoun, Lamia Yessad +1

Sleep disorders have a major impact on patients' health and quality of life, but their diagnosis remains complex due to the diversity of symptoms. Today, technological advances, co…

cs.DB2025

Experiversum: an Ecosystem for Curating and Enhancing Data-Driven Experimental Science

Genoveva Vargas-Solar, Umberto Costa, Jérôme Darmont +6

This paper introduces Experiversum, a lakehouse-based ecosystem that supports the curation, documentation and reproducibility of exploratory experiments. Experiversum enables struc…