207 citations
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO)FR25 papers
- Institut de Mathématiques de ToulouseFR24 papers
- Office National d'Études et de Recherches AérospatialesFR21 papers
- Université Fédérale de Toulouse Midi-PyrénéesFR20 papers
- Université Toulouse III - Paul SabatierFR20 papers
- Centre National de la Recherche ScientifiqueFR14 papers
- Institut de Recherche en Informatique de ToulouseFR10 papers
- Institut National des Sciences Appliquées de ToulouseFR9 papers
- Université de ToulouseFR9 papers
- Université Toulouse - Jean JaurèsFR9 papers
- Institut Polytechnique de BordeauxFR8 papers
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15 papers · 1 filter
HLoOP -- Hyperbolic 2-space Local Outlier Probabilities
Clémence Allietta, Jean-Philippe Condomines, Jean-Yves Tourneret +1
Hyperbolic geometry has recently garnered considerable attention in machine learning due to its capacity to embed hierarchical graph structures with low distortions for further dow…
Towards Proved Formal Specification and Verification of STL Operators as Synchronous Observers
Céline Bellanger, Pierre-Loïc Garoche, Matthieu Martel +1
Signal Temporal Logic (STL) is a convenient formalism to express bounded horizon properties of autonomous critical systems. STL extends LTL to real-valued signals and associates a…
Variational Bayes image restoration with compressive autoencoders
Maud Biquard, Marie Chabert, Florence Genin +2
Regularization of inverse problems is of paramount importance in computational imaging. The ability of neural networks to learn efficient image representations has been recently ex…
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft
Paul Saves, Youssef Diouane, Nathalie Bartoli +2
Recently, there has been a growing interest in mixed-categorical metamodels based on Gaussian Process (GP) for Bayesian optimization. In this context, different approaches can be u…
Deviation results for Mandelbrot's multiplicative cascades with exponential tails
Thierry Klein, Agnès Lagnoux, P Petit
Let be a nonnegative random variable with expectation . For all , we consider the total mass of the associated Mandelbrot multiplicative cascade…
Graph-Based Convexification of Nested Signal Temporal Logic Constraints for Trajectory Optimization
Thomas Claudet, Davide Martire, Damiana Losa +2
Optimizing high-level mission planning constraints is traditionally solved in exponential time and requires to split the problem into several ones, making the connections between t…