Luong Ha Nguyen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Posterior Distribution

Markov Chain Monte Carlo

Dynamic Bayesian Networks

Top Venues

J. Mach. Learn. Res.

Publications

Bhargob Deka, Luong Ha Nguyen, James-A. Goulet
Analytically tractable heteroscedastic uncertainty quantification in Bayesian neural networks for regression tasks. Neurocomputing 572 (2024)
Luong Ha Nguyen, James-A. Goulet
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks. J. Mach. Learn. Res. 23 (2022)
James-A. Goulet, Luong Ha Nguyen, Saeid Amiri
Tractable Approximate Gaussian Inference for Bayesian Neural Networks. J. Mach. Learn. Res. 22 (2021)
Luong Ha Nguyen, James-A. Goulet
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks. CoRR (2021)
Luong Ha Nguyen, James-A. Goulet
Analytically Tractable Inference in Deep Neural Networks. CoRR (2021)
Luong Ha Nguyen, James-A. Goulet
Analytically Tractable Bayesian Deep Q-Learning. CoRR (2021)
James-A. Goulet, Luong Ha Nguyen, Saeid Amiri
Tractable Approximate Gaussian Inference for Bayesian Neural Networks. CoRR (2020)