231 citations
- Institut national de recherche en sciences et technologies du numériqueFR183 papers
- Centre National de la Recherche ScientifiqueFR44 papers
- Université Côte d'AzurFR37 papers
- Laboratoire Jean-Alexandre DieudonnéFR16 papers
- National Research CouncilLK11 papers
- Université Nice Sophia AntipolisFR11 papers
- Institute for Complex SystemsIT10 papers
- Laboratoire d'Informatique, Signaux et Systèmes de Sophia AntipolisFR10 papers
- École PolytechniqueFR8 papers
- MATHNEURO: Mathématiques pour les NeurosciencesFR8 papers
- Mathématiques, Informatique et Statistique pour l'Environnement et l'AgronomieFR7 papers
- Centre for Research and Information on Substance AbuseNG6 papers
26 papers · 1 filter
Interpretable Credit Application Predictions With Counterfactual Explanations
Rory Mc Grath, Luca Costabello, Chan Le Van +4
We predict credit applications with off-the-shelf, interchangeable black-box classifiers and we explain single predictions with counterfactual explanations. Counterfactual explanat…
Skew-Symmetric Tensor Decomposition
Enrique Arrondo, Alessandra Bernardi, Pedro Macias Marques +1
We introduce the ``skew apolarity lemma'' and we use it to give algorithms for the skew-symmetric rank and the decompositions of tensors in { with $d\leq…
Fairness in Online Social Network Timelines: Measurements, Models and Mechanism Design
Eduardo Hargreaves, Claudio Agosti, Daniel Menasché +3
Facebook News Feed personalization algorithm has a significant impact, on a daily basis, on the lifestyle, mood and opinion of millions of Internet users. Nonetheless, the behavior…
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data
Onur Tasar, Yuliya Tarabalka, Pierre Alliez
In spite of remarkable success of the convolutional neural networks on semantic segmentation, they suffer from catastrophic forgetting: a significant performance drop for the alrea…
A neural field model for color perception unifying assimilation and contrast
Anna Song, Olivier Faugeras, Romain Veltz
We address the question of color-space interactions in the brain, by proposing a neural field model of color perception with spatial context for the visual area V1 of the cortex. O…
Multi-Path Alpha-Fair Resource Allocation at Scale in Distributed Software Defined Networks
Zaid Allybokus, Konstantin Avrachenkov, Jérémie Leguay +1
The performance of computer networks relies on how bandwidth is shared among different flows. Fair resource allocation is a challenging problem particularly when the flows evolve o…