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Dai Hai Nguyen
Associate Professor, Hokkaido University
Joined
May 2021
Names
Dai Hai Nguyen
(Preferred)
,
Hai Dai Nguyen
Emails
****@k.u-tokyo.ac.jp
(Confirmed)
,
****@cs.tsukuba.ac.jp
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@ist.hokudai.ac.jp
(Confirmed)
Personal Links
Homepage
Career & Education History
Associate Professor
Hokkaido University
(hokudai.ac.jp)
2025
–
Present
Assistant Professor
Tsukuba University
(tsukuba.ac.jp)
2022
–
2024
Postdoc
The University of Tokyo
(tokyo.ac.jp)
2020
–
2022
Advisors, Relations & Conflicts
Postdoc Advisor
Koji Tsuda
2020
–
2022
PhD Advisor
Hiroshi Mamitsuka
2017
–
2020
Expertise
No areas of expertise listed
Publications
Multiple Wasserstein Gradient Descent Algorithm for Multi-Objective Distributional Optimization
Dai Hai Nguyen
,
Hiroshi Mamitsuka
,
Atsuyoshi Nakamura
UAI 2025 Oral
Readers:
Everyone
Wasserstein Gradient Flow over Variational Parameter Space for Variational Inference
Dai Hai Nguyen
,
Tetsuya Sakurai
,
Hiroshi Mamitsuka
AISTATS 2025 Poster
Readers:
Everyone
Moreau-Yoshida variational transport: a general framework for solving regularized distributional optimization problems
Dai Hai Nguyen
,
Tetsuya Sakurai
Mach. Learn. 2024
Readers:
Everyone
On a linear fused Gromov-Wasserstein distance for graph structured data
Dai Hai Nguyen
,
Koji Tsuda
Pattern Recognit. 2023
Readers:
Everyone
Wasserstein Gradient Flow over Variational Parameter Space for Variational Inference
Dai Hai Nguyen
,
Tetsuya Sakurai
,
Hiroshi Mamitsuka
CoRR 2023
Readers:
Everyone
Mirror variational transport: a particle-based algorithm for distributional optimization on constrained domains
Dai Hai Nguyen
,
Tetsuya Sakurai
Mach. Learn. 2023
Readers:
Everyone
Moreau-Yoshida Variational Transport: A General Framework For Solving Regularized Distributional Optimization Problems
Dai Hai Nguyen
,
Tetsuya Sakurai
CoRR 2023
Readers:
Everyone
A Particle-Based Algorithm for Distributional Optimization on \textit{Constrained Domains} via Variational Transport and Mirror Descent
Dai Hai Nguyen
,
Tetsuya Sakurai
CoRR 2022
Readers:
Everyone
A generative model for molecule generation based on chemical reaction trees
Dai Hai Nguyen
,
Koji Tsuda
CoRR 2021
Readers:
Everyone
View all 15 publications
Co-Authors
Atsuyoshi Nakamura
Canh Hao Nguyen
Hiroshi Mamitsuka
Koji Tsuda
Tetsuya Sakurai