221 citations
- Université Paris CitéFR91 papers
- Mathématiques Appliquées à Paris 5FR90 papers
- Mathématiques et Informatique Appliquées44 papers
- Centre National de la Recherche ScientifiqueFR38 papers
- Université Paris-Est CréteilFR14 papers
- Laboratoire d’Analyse et de Mathématiques AppliquéesFR13 papers
- Laboratoire de Mathématiques Blaise PascalFR12 papers
- Mathématiques et Informatique pour la Complexité et les Systèmes12 papers
- Sorbonne UniversitéFR11 papers
- Université Paris-SaclayFR11 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR10 papers
- Laboratoire de Probabilités et Modèles AléatoiresFR9 papers
12 papers · 1 filter
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)
Zied Bouraoui, Antoine Cornuéjols, Thierry Denœux +9
This paper proposes a tentative and original survey of meeting points between Knowledge Representation and Reasoning (KRR) and Machine Learning (ML), two areas which have been deve…
Multi-Task Learning of Height and Semantics from Aerial Images
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux +2
Aerial or satellite imagery is a great source for land surface analysis, which might yield land use maps or elevation models. In this investigation, we present a neural network fra…
Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior
Mario González, Andrés Almansa, Mauricio Delbracio +2
In this paper we address the problem of solving ill-posed inverse problems in imaging where the prior is a neural generative model. Specifically we consider the decoupled case wher…
Bayesian inference for network Poisson models
Sophie Donnet, Stéphane Robin
This work is motivated by the analysis of ecological interaction networks. Poisson stochastic blockmodels are widely used in this field to decipher the structure that underlies a w…
A novel regularized approach for functional data clustering: An application to milking kinetics in dairy goats
C. Denis, E. Lebarbier, C. Lévy-Leduc +2
Motivated by an application to the clustering of milking kinetics of dairy goats, we propose in this paper a novel approach for functional data clustering. This issue is of growing…
Cold Debris Disks as Strategic Targets for the 2020s
John Debes, Elodie Choquet, Virginie C. Faramaz +19
Cold debris disks (T200 K) are analogues to the dust in the Solar System's Kuiper belt--dust generated from the evaporation and collision of minor bodies perturbed by planets, o…