Nguyen, Truyen

13 publications

NeurIPS 2025 An Efficient Orlicz-Sobolev Approach for Transporting Unbalanced Measures on a Graph Tam Le, Truyen Nguyen, Hideitsu Hino, Kenji Fukumizu

ICML 2025 Scalable Sobolev IPM for Probability Measures on a Graph Tam Le, Truyen Nguyen, Hideitsu Hino, Kenji Fukumizu

ICML 2024 Generalized Sobolev Transport for Probability Measures on a Graph Tam Le, Truyen Nguyen, Kenji Fukumizu

AISTATS 2024 Optimal Transport for Measures with Noisy Tree Metric Tam Le, Truyen Nguyen, Kenji Fukumizu

IJCAI 2023 Dynamic Flows on Curved Space Generated by Labeled Data Xinru Hua, Truyen Nguyen, Tam Le, Jose H. Blanchet, Viet Anh Nguyen

NeurIPSW 2023 Optimal Transport for Measures with Noisy Tree Metric Tam Le, Truyen Nguyen, Kenji Fukumizu

AISTATS 2023 Scalable Unbalanced Sobolev Transport for Measures on a Graph Tam Le, Truyen Nguyen, Kenji Fukumizu

AISTATS 2022 Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics Tam Le, Truyen Nguyen, Dinh Phung, Viet Anh Nguyen

AISTATS 2021 Entropy Partial Transport with Tree Metrics: Theory and Practice Tam Le, Truyen Nguyen

AISTATS 2021 On the Convergence of Gradient Descent in GANs: MMD GAN as a Gradient Flow Youssef Mroueh, Truyen Nguyen

NeurIPS 2021 Adversarial Regression with Doubly Non-Negative Weighting Matrices Tam Le, Truyen Nguyen, Makoto Yamada, Jose Blanchet, Viet Anh Nguyen

UAI 2021 Most: Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning Tuan Nguyen, Trung Le, He Zhao, Quan Hung Tran, Truyen Nguyen, Dinh Phung

IJCAI 2021 TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport Tuan Nguyen, Trung Le, Nhan Dam, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung