most citedPosterior contraction rates for constrained deep Gaussian processes in density estimation and classication

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing math.STShow all

2 papers · 1 filter

math.ST2021★ 1 cited

Posterior contraction rates for constrained deep Gaussian processes in density estimation and classication

François Bachoc, Agnès Lagnoux

We provide posterior contraction rates for constrained deep Gaussian processes in non-parametric density estimation and classication. The constraints are in the form of bounds on t…

math.ST2014

Hastings-Metropolis algorithm on Markov chains for small-probability estimation

François Bachoc, Lionel Lenôtre, Achref Bachouch

Shielding studies in neutron transport, with Monte Carlo codes, yield challenging problems of small-probability estimation. The particularity of these studies is that the small pro…