99 citations · 110 across the 3 of their papers we have counts for
3 papers
Online change-point detection with kernels
André Ferrari, Cédric Richard, Anthony Bourrier +1
Change-points in time series data are usually defined as the time instants at which changes in their properties occur. Detecting change-points is critical in a number of applicatio…
Sketching for Large-Scale Learning of Mixture Models
Nicolas Keriven, Anthony Bourrier, Rémi Gribonval +1
Learning parameters from voluminous data can be prohibitive in terms of memory and computational requirements. We propose a "compressive learning" framework where we estimate model…
Fundamental performance limits for ideal decoders in high-dimensional linear inverse problems
Anthony Bourrier, Mike E. Davies, Tomer Peleg +2
This paper focuses on characterizing the fundamental performance limits that can be expected from an ideal decoder given a general model, ie, a general subset of "simple" vectors o…