activity
20192026
most citedRobust Kernel Density Estimation with Median-of-Means principle

8 citations · 8 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

stat.ML2019

Learning the piece-wise constant graph structure of a varying Ising model

Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos +1

This work focuses on the estimation of multiple change-points in a time-varying Ising model that evolves piece-wise constantly. The aim is to identify both the moments at which sig…

stat.ML2019

Multivariate Convolutional Sparse Coding with Low Rank Tensor

Pierre Humbert, Julien Audiffren, Laurent Oudre +1

This paper introduces a new multivariate convolutional sparse coding based on tensor algebra with a general model enforcing both element-wise sparsity and low-rankness of the activ…