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
- Université Toulouse-I-CapitoleFR8 papers
11 papers · 1 filter
Epidemic Dynamics via Wavelet Theory and Machine Learning, with Applications to Covid-19
Tô Tat Dat, Protin Frédéric, Nguyen T. T. Hang +8
We introduce the concept of epidemic-fitted wavelets which comprise, in particular, as special cases the number of infectious individuals at time in classical SIR models…
Large deviation results for triangular arrays of semiexponential random variables
Thierry Klein, Agnès Lagnoux, Pierre Petit
Asymptotics deviation probabilities of the sum S n = X 1 + + X n of independent and identically distributed real-valued random variables have been extens…
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality
Benjamin Lee, Dave Brown, Bongshin Lee +3
A fundamental part of data visualization is transforming data to map abstract information onto visual attributes. While this abstraction is a powerful basis for data visualization,…
Classifying histograms of medical data using information geometry of beta distributions
Alice Le Brigant, Nicolas Guigui, Sana Rebbah +1
In this paper, we use tools of information geometry to compare, average and classify histograms. Beta distributions are fitted to the histograms and the corresponding Fisher inform…
Verification and Validation of Convex Optimization Algorithms for Model Predictive Control
Raphaël Cohen, Eric Féron, Pierre-Loïc Garoche
Advanced embedded algorithms are growing in complexity and they are an essential contributor to the growth of autonomy in many areas. However, the promise held by these algorithms…
Fisher-Rao geometry of Dirichlet distributions
Alice Le Brigant, Stephen Preston, Stéphane Puechmorel
In this paper, we study the geometry induced by the Fisher-Rao metric on the parameter space of Dirichlet distributions. We show that this space is geodesically complete and has ev…