Thorpe, Matthew

6 publications

ICLR 2025 Expected Sliced Transport Plans Xinran Liu, Rocio Diaz Martin, Yikun Bai, Ashkan Shahbazi, Matthew Thorpe, Akram Aldroubi, Soheil Kolouri

NeurIPS 2025 Uncertainty-Based Smooth Policy Regularisation for Reinforcement Learning with Few Demonstrations Yujie Zhu, Charles Alexander Hepburn, Matthew Thorpe, Giovanni Montana

NeurIPSW 2023 PTLP: Partial Transport $L^p$ Distances Xinran Liu, Yikun Bai, Huy Tran, Zhanqi Zhu, Matthew Thorpe, Soheil Kolouri

CVPR 2023 Sliced Optimal Partial Transport Yikun Bai, Bernhard Schmitzer, Matthew Thorpe, Soheil Kolouri

ICLR 2022 GRAND++: Graph Neural Diffusion with a Source Term Matthew Thorpe, Tan Minh Nguyen, Hedi Xia, Thomas Strohmer, Andrea Bertozzi, Stanley Osher, Bao Wang

ICML 2020 Poisson Learning: Graph Based Semi-Supervised Learning at Very Low Label Rates Jeff Calder, Brendan Cook, Matthew Thorpe, Dejan Slepcev