Minh-Ngoc Tran

Full Professor, University of Sydney

Joined

September 2018

Names

Minh-Ngoc Tran

Emails

****@sydney.edu.au (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Sydney (sydney.edu.au)

2015 – 2050

Advisors, Relations & Conflicts

No relations added

Expertise

Bayesian computation

,

Variational Bayes

,

Variational inference

,

Optimal Transport

2010 – Present

Publications

From Noise to Laws: Regularized Time-Series Forecasting via Denoised Dynamic Graphs
Hongwei Ma, Junbin Gao, Jiayu Fang, Minh-Ngoc Tran
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Signals, Concepts, and Laws: Toward Universal, Explainable Time-Series Forecasting
Hongwei Ma, Junbin Gao, Minh-Ngoc Tran
- Submitted to ICLR 2026
- Readers: Everyone
Natural Gradient Variational BayesWithout FisherMatrix Analytic Calculation and Its Inversion
Minh-Ngoc Tran
- JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Readers: Everyone
Variational Bayes on manifolds
Minh-Ngoc Tran
- OpenReview Archive Direct Upload
- Readers: Everyone
Adaptive Hierarchical Hyper-gradient Descent
RENLONG JIE, Junbin Gao, Andrey Vasnev, Minh-Ngoc Tran
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone

Co-Authors