2 citations · 2 across the 2 of their papers we have counts for
2 papers
math.OC2022★ 2 cited
A new method for determining Wasserstein 1 optimal transport maps from Kantorovich potentials, with deep learning applications
Tristan Milne, Étienne Bilocq, Adrian Nachman
Wasserstein 1 optimal transport maps provide a natural correspondence between points from two probability distributions, and , which is useful in many applications. Availabl…
cs.LG2021
Trust the Critics: Generatorless and Multipurpose WGANs with Initial Convergence Guarantees
Tristan Milne, Étienne Bilocq, Adrian Nachman
Inspired by ideas from optimal transport theory we present Trust the Critics (TTC), a new algorithm for generative modelling. This algorithm eliminates the trainable generator from…