6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 6 cited
Unbalanced Sobolev Descent
Youssef Mroueh, Mattia Rigotti
We introduce Unbalanced Sobolev Descent (USD), a particle descent algorithm for transporting a high dimensional source distribution to a target distribution that does not necessari…
cs.LG2019
Sobolev Independence Criterion
Youssef Mroueh, Tom Sercu, Mattia Rigotti +2
We propose the Sobolev Independence Criterion (SIC), an interpretable dependency measure between a high dimensional random variable X and a response variable Y . SIC decomposes to…