41 citations · 198 across the 24 of their papers we have counts for
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math.OC2020★ 2 cited
Minimizing rational functions: a hierarchy of approximations via pushforward measures
Jean Bernard Lasserre, Victor Magron, Swann Marx +1
This paper is concerned with minimizing a sum of rational functions over a compact set of high-dimension. Our approach relies on the second Lasserre's hierarchy (also known as the…
stat.ML2020★ 32 cited
On the representation and learning of monotone triangular transport maps
Ricardo Baptista, Youssef Marzouk, Olivier Zahm
Transportation of measure provides a versatile approach for modeling complex probability distributions, with applications in density estimation, Bayesian inference, generative mode…