Tristan Milne

According to our database, Tristan Milne authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2024

An Optimal Transport Analogue of the Rudin-Osher-Fatemi Model and Its Corresponding Multiscale Theory.

Tristan Milne, Adrian I. Nachman

SIAM J. Math. Anal., February, 2024

2022

A new method for determining Wasserstein 1 optimal transport maps from Kantorovich potentials, with deep learning applications.

Tristan Milne, Étienne Bilocq, Adrian I. Nachman

CoRR, 2022

Wasserstein GANs with Gradient Penalty Compute Congested Transport.

Tristan Milne, Adrian I. Nachman

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Trust the Critics: Generatorless and Multipurpose WGANs with Initial Convergence Guarantees.

Tristan Milne, Étienne Bilocq, Adrian I. Nachman

CoRR, 2021

2019

Piecewise Strong Convexity of Neural Networks.

Tristan Milne

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019