17 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Télécom ParisFR4 papers
- Laboratoire Traitement et Communication de l’InformationFR3 papers
- Aix-Marseille UniversitéFR1 paper
- American UniversityUS1 paper
- Ariel UniversityIL1 paper
- Astronomical Institute of the Slovak Academy of SciencesSK1 paper
- Astronomical ObservatoryRS1 paper
- Astronomy and SpaceAU1 paper
- Bard CollegeUS1 paper
- Bar-Ilan UniversityIL1 paper
- Barry UniversityUS1 paper
- California State University SystemUS1 paper
3 papers · 1 filter
Nyström Kernel Mean Embeddings
Antoine Chatalic, Nicolas Schreuder, Alessandro Rudi +1
Kernel mean embeddings are a powerful tool to represent probability distributions over arbitrary spaces as single points in a Hilbert space. Yet, the cost of computing and storing…
Implicit differentiation for fast hyperparameter selection in non-smooth convex learning
Quentin Bertrand, Quentin Klopfenstein, Mathurin Massias +4
Finding the optimal hyperparameters of a model can be cast as a bilevel optimization problem, typically solved using zero-order techniques. In this work we study first-order method…
Fair Regression with Wasserstein Barycenters
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri +2
We study the problem of learning a real-valued function that satisfies the Demographic Parity constraint. It demands the distribution of the predicted output to be independent of t…