James-A. Goulet

According to our database, James-A. Goulet authored at least 14 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Analytically tractable heteroscedastic uncertainty quantification in Bayesian neural networks for regression tasks.

Bhargob Deka, Luong Ha Nguyen, James-A. Goulet

Neurocomputing, March, 2024

2023

Analytical Inference for Inspectors' Uncertainty Using Network-Scale Visual Inspections.

Blanche Laurent, Bhargob Deka, Zachary Hamida, James-A. Goulet

J. Comput. Civ. Eng., September, 2023

Hierarchical reinforcement learning for transportation infrastructure maintenance planning.

Zachary Hamida, James-A. Goulet

Reliab. Eng. Syst. Saf., July, 2023

2022

OpenIPDM: A probabilistic framework for estimating the deterioration and effect of interventions on bridges.

Zachary Hamida, Blanche Laurent, James-A. Goulet

SoftwareX, 2022

Analytically Tractable Hidden-States Inference in Bayesian Neural Networks.

Luong Ha Nguyen, James-A. Goulet

J. Mach. Learn. Res., 2022

2021

Tractable Approximate Gaussian Inference for Bayesian Neural Networks.

James-A. Goulet, Luong Ha Nguyen, Saeid Amiri

J. Mach. Learn. Res., 2021

Analytically Tractable Bayesian Deep Q-Learning.

Luong Ha Nguyen, James-A. Goulet

CoRR, 2021

Analytically Tractable Inference in Deep Neural Networks.

Luong Ha Nguyen, James-A. Goulet

CoRR, 2021

2017

A machine learning approach for characterizing soil contamination in the presence of physical site discontinuities and aggregated samples.

Alyssa Ngu-Oanh Quach, Lucie Tabor, Dany Dumont, Benoit Courcelles, James-A. Goulet

Adv. Eng. Informatics, 2017

Measurement system design for civil infrastructure using expected utility.

Romain Pasquier, James-A. Goulet, Ian F. C. Smith

Adv. Eng. Informatics, 2017

2015

The Nataf-Beta Random Field Classifier: An Extension of the Beta Conjugate Prior to Classification Problems.

James-A. Goulet

CoRR, 2015

2014

Exploring approaches to improve the performance of autonomous monitoring with imperfect data in location-aware wireless sensor networks.

Xiaowei Luo, William J. O'Brien, Fernanda Leite, James-A. Goulet

Adv. Eng. Informatics, 2014

2013

Performance-Driven Measurement System Design for Structural Identification.

James-A. Goulet, Ian F. C. Smith

J. Comput. Civ. Eng., 2013

Model falsification diagnosis and sensor placement for leak detection in pressurized pipe networks.

James-A. Goulet, Sylvain Coutu, Ian F. C. Smith

Adv. Eng. Informatics, 2013