James-Michael Leahy

According to our database, James-Michael Leahy authored at least 3 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Light-Weight Diffusion Multiplier and Uncertainty Quantification for Fourier Neural Operators.

Albert Matveev, Sanmitra Ghosh, Aamal Hussain, James-Michael Leahy, Michalis Michaelides

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

A Fisher-Rao gradient flow for entropy-regularised Markov decision processes in Polish spaces.

Bekzhan Kerimkulov, James-Michael Leahy, David Siska, Lukasz Szpruch, Yufei Zhang

CoRR, 2023

2022

Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime.

James-Michael Leahy, Bekzhan Kerimkulov, David Siska, Lukasz Szpruch

Proceedings of the International Conference on Machine Learning, 2022