3 citations · 3 across the 3 of their papers we have counts for
3 papers · 1 filter
A Statistical Learning View of Simple Kriging
Emilia Siviero, Emilie Chautru, Stephan Clémençon
In the Big Data era, with the ubiquity of geolocation sensors in particular, massive datasets exhibiting a possibly complex spatial dependence structure are becoming increasingly a…
Improving the quality control of seismic data through active learning
Mathieu Chambefort, Raphaël Butez, Emilie Chautru +1
In image denoising problems, the increasing density of available images makes an exhaustive visual inspection impossible and therefore automated methods based on machine-learning m…
Survey schemes for stochastic gradient descent with applications to M-estimation
Stéphan Clémençon, Patrice Bertail, Emilie Chautru +1
In certain situations that shall be undoubtedly more and more common in the Big Data era, the datasets available are so massive that computing statistics over the full sample is ha…