4 citations
- Université Fédérale de Toulouse Midi-PyrénéesFR12 papers
- Université Toulouse III - Paul SabatierFR8 papers
- Institut National des Sciences Appliquées de ToulouseFR6 papers
- Institut de Mathématiques de ToulouseFR5 papers
- Institut de Recherche en Informatique de ToulouseFR4 papers
- Institut Polytechnique de BordeauxFR4 papers
- Université Toulouse-I-CapitoleFR4 papers
- Université Toulouse - Jean JaurèsFR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Brown UniversityUS2 papers
- Centre de Recherche en Économie et StatistiqueFR2 papers
- Analyse et Traitement Informatique de la Langue FrançaiseFR1 paper
15 papers
Early Failure Prediction from Near-Anomaly Detection: A Proactive Approach
L{é}a Billet, Louise Trav{é}-Massuy{è}s, Elodie Chanthery +1
Anomaly detection methods often have uncertain behavior with respect to samples near the distribution boundary, limiting their ability to anticipate future anomalies. This work int…
Scalable anomaly detection via a univariate Christoffel function
Florian Grivet, Didier Henrion, Jean-Bernard Lasserre +1
Anomaly detection plays a critical role in identifying unusual patterns across domains such as fraud detection, network intrusion, and system fault diagnosis. Recently, Christoffel…
GLeMM: A large-scale multilingual dataset for morphological research
Hathout Nabil, Basilio Calderone, Fiammetta Namer +1
In derivational morphology, what mechanisms govern the variation in form-meaning relations between words? The answers to this type of questions are typically based on intuition and…
Fun-TSG: A Function-Driven Multivariate Time Series Generator with Variable-Level Anomaly Labeling
Pierre Lotte, André Péninou, Olivier Teste
Reliable evaluation of anomaly detection methods in multivariate time series remains an open challenge, largely due to the limitations of existing benchmark datasets. Current resou…
Relation between in vitro microbial fermentations and in vivo performance in pigs selected for their residual feed intake
Olivier Zemb, Lauren Jouaron, Estelle Jordi +10
Bioinformatic analysis of microbiota revealed that certain metabolic pathways are associated with low- and high- residual feed intake (HRFI and LRFI), such as the amino-acid biosyn…
Busemann Functions in the Wasserstein Space: Existence, Closed-Forms, and Applications to Slicing
Clément Bonet, Elsa Cazelles, Lucas Drumetz +1
The Busemann function has recently found much interest in a variety of geometric machine learning problems, as it naturally defines projections onto geodesic rays of Riemannian man…