James-A. Goulet

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Markov Chain Monte Carlo

Expected Utility

Bayesian Inference

Top Venues

Adv. Eng. Informatics

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)
Zachary Hamida, James-A. Goulet
Hierarchical reinforcement learning for transportation infrastructure maintenance planning. Reliab. Eng. Syst. Saf. 235 (2023)
Luong Ha Nguyen, James-A. Goulet
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks. J. Mach. Learn. Res. 23 (2022)
Zachary Hamida, Blanche Laurent, James-A. Goulet
OpenIPDM: A Probabilistic Framework for Estimating the Deterioration and Effect of Interventions on Bridges. CoRR (2022)
Zachary Hamida, Blanche Laurent, James-A. Goulet
OpenIPDM: A probabilistic framework for estimating the deterioration and effect of interventions on bridges. SoftwareX 18 (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)
Alyssa Ngu-Oanh Quach, Lucie Tabor, Dany Dumont, Benoit Courcelles, James-A. Goulet
A machine learning approach for characterizing soil contamination in the presence of physical site discontinuities and aggregated samples. Adv. Eng. Informatics 33 (2017)
Romain Pasquier, James-A. Goulet, Ian F. C. Smith
Measurement system design for civil infrastructure using expected utility. Adv. Eng. Informatics 32 (2017)
James-A. Goulet
The Nataf-Beta Random Field Classifier: An Extension of the Beta Conjugate Prior to Classification Problems. CoRR (2015)
Xiaowei Luo, William J. O'Brien, Fernanda Leite, James-A. Goulet
Exploring approaches to improve the performance of autonomous monitoring with imperfect data in location-aware wireless sensor networks. Adv. Eng. Informatics 28 (4) (2014)
James-A. Goulet, Sylvain Coutu, Ian F. C. Smith
Model falsification diagnosis and sensor placement for leak detection in pressurized pipe networks. Adv. Eng. Informatics 27 (2) (2013)
James-A. Goulet, Ian F. C. Smith
Performance-Driven Measurement System Design for Structural Identification. J. Comput. Civ. Eng. 27 (4) (2013)