3 citations · 3 across the 2 of their papers we have counts for
2 papers
math.ST2016
Sharp exponential inequalities in survey sampling: conditional Poisson sampling schemes
Patrice Bertail, Stephan Clémençon
This paper is devoted to establishing exponential bounds for the probabilities of deviation of a sample sum from its expectation, when the variables involved in the summation are o…
stat.ML2015★ 3 cited
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…