40 citations
- Laboratoire Traitement et Communication de l’InformationFR14 papers
- KU LeuvenBE13 papers
- Institut Polytechnique de ParisFR7 papers
- Laboratoire Traitement du Signal et de l'ImageFR4 papers
- Télécom ParisFR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Laboratoire d’Informatique et SystèmesFR3 papers
- Centre BorelliFR2 papers
- IBM (France)FR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Kyoto UniversityJP2 papers
- Laboratoire des signaux et systèmesFR2 papers
4 papers · 1 filter
Factor and factor loading augmented estimators for panel regression
Jad Beyhum, Eric Gautier
This paper considers linear panel data models where the dependence of the regressors and the unobservables is modelled through a factor structure. The asymptotic setting is such th…
Content based singing voice source separation via strong conditioning using aligned phonemes
Gabriel Meseguer-Brocal, Geoffroy Peeters
Informed source separation has recently gained renewed interest with the introduction of neural networks and the availability of large multitrack datasets containing both the mixtu…
Class maps for visualizing classification results
Jakob Raymaekers, Peter J. Rousseeuw, Mia Hubert
Classification is a major tool of statistics and machine learning. A classification method first processes a training set of objects with given classes (labels), with the goal of a…
Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications
Guillaume Ausset, Stephan Clémençon, François Portier
Motivated by a wide variety of applications, ranging from stochastic optimization to dimension reduction through variable selection, the problem of estimating gradients accurately…