Tristan Milne

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Penalty Function

Convergence Proof

Top Venues

SIAM J. Math. Anal.

Publications

Tristan Milne, Adrian I. Nachman
An Optimal Transport Analogue of the Rudin-Osher-Fatemi Model and Its Corresponding Multiscale Theory. SIAM J. Math. Anal. 56 (1) (2024)
Tristan Milne, Étienne Bilocq, Adrian I. Nachman
A new method for determining Wasserstein 1 optimal transport maps from Kantorovich potentials, with deep learning applications. CoRR (2022)
Tristan Milne, Adrian I. Nachman
Wasserstein GANs with Gradient Penalty Compute Congested Transport. COLT (2022)
Tristan Milne, Adrian Nachman
Wasserstein GANs with Gradient Penalty Compute Congested Transport. CoRR (2021)
Tristan Milne, Étienne Bilocq, Adrian Nachman
Trust the Critics: Generatorless and Multipurpose WGANs with Initial Convergence Guarantees. CoRR (2021)
Tristan Milne
Piecewise Strong Convexity of Neural Networks. NeurIPS (2019)
Tristan Milne
Piecewise Strong Convexity of Neural Networks. CoRR (2018)