Truyen Nguyen

Truyen Nguyen

University of Akron

H-index: 17

North America-United States

About Truyen Nguyen

Truyen Nguyen, With an exceptional h-index of 17 and a recent h-index of 13 (since 2020), a distinguished researcher at University of Akron, specializes in the field of Machine Learning, Diffusion Models, Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Generalized Sobolev Transport for Probability Measures on a Graph

Optimal transport for measures with noisy tree metric

Scalable unbalanced Sobolev transport for measures on a graph

Dynamic flows on curved space generated by labeled data

Sobolev transport: A scalable metric for probability measures with graph metrics

Most: Multi-source domain adaptation via optimal transport for student-teacher learning

Gradient flows on the feature-Gaussian manifold

Entropy partial transport with tree metrics: Theory and practice

Truyen Nguyen Information

University

Position

___

Citations(all)

779

Citations(since 2020)

436

Cited By

519

hIndex(all)

17

hIndex(since 2020)

13

i10Index(all)

25

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Truyen Nguyen Skills & Research Interests

Machine Learning

Diffusion Models

Optimization

Top articles of Truyen Nguyen

Title

Journal

Author(s)

Publication Date

Generalized Sobolev Transport for Probability Measures on a Graph

arXiv preprint arXiv:2402.04516

Tam Le

Truyen Nguyen

Kenji Fukumizu

2024/2/7

Optimal transport for measures with noisy tree metric

Tam Le

Truyen Nguyen

Kenji Fukumizu

2024/4/18

Scalable unbalanced Sobolev transport for measures on a graph

Tam Le

Truyen Nguyen

Kenji Fukumizu

2023/4/11

Dynamic flows on curved space generated by labeled data

arXiv preprint arXiv:2302.00061

Xinru Hua

Truyen Nguyen

Tam Le

Jose Blanchet

Viet Anh Nguyen

2023/1/31

Sobolev transport: A scalable metric for probability measures with graph metrics

Tam Le

Truyen Nguyen

Dinh Phung

Viet Anh Nguyen

2022/5/3

Most: Multi-source domain adaptation via optimal transport for student-teacher learning

Tuan Nguyen

Trung Le

He Zhao

Quan Hung Tran

Truyen Nguyen

...

2021/12/1

Gradient flows on the feature-Gaussian manifold

Truyen Nguyen

Xinru Hua

Tam Le

Jose Blanchet

Viet Anh Nguyen

2021/10/6

Entropy partial transport with tree metrics: Theory and practice

Tam Le

Truyen Nguyen

2021/3/18

On the convergence of gradient descent in GANs: MMD GAN as a gradient flow

Youssef Mroueh

Truyen Nguyen

2021/3/18

TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport.

Tuan Nguyen

Trung Le

Nhan Dam

Quan Hung Tran

Truyen Nguyen

...

2021

Adversarial regression with doubly non-negative weighting matrices

Advances in Neural Information Processing Systems

Tam Le

Truyen Nguyen

Makoto Yamada

Jose Blanchet

Viet Anh Nguyen

2021/12/6

236 Celastrol enriched extract modulates Th17 key-disease mediators by interrupting feed-forward inflammation and by restoring homeostasis in psoriasis epidermal skin

Journal of Investigative Dermatology

T Nguyen

F Lestienne

A Cousy

N Steward

P Bianchi

...

2020/7/1

347 Effects of Celastrol enriched plant cell culture extract in a 3D human skin equivalent model of psoriasis

Journal of Investigative Dermatology

M Galliano

S Alvarez-Georges

F Lestienne

T Nguyen

V Mengeaud

...

2020/7/1

Capacity region and capacity-achieving signaling schemes for 1-bit ADC multiple access channels in Rayleigh fading

IEEE Transactions on Wireless Communications

Mohammad Ranjbar

Nghi H Tran

Minh N Vu

Truyen V Nguyen

M Cenk Gursoy

2020/6/15

Regularity estimates in weighted Morrey spaces for quasilinear elliptic equations

Revista matemática iberoamericana

Giuseppe Di Fazio

Truyen Nguyen

2020/2/12

See List of Professors in Truyen Nguyen University(University of Akron)

Co-Authors

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