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2020 – today
- 2024
[j11]Bhargob Deka
, Luong Ha Nguyen, James-A. Goulet:
Analytically tractable heteroscedastic uncertainty quantification in Bayesian neural networks for regression tasks. Neurocomputing 572: 127183 (2024)- 2023
- [j10]Blanche Laurent, Bhargob Deka, Zachary Hamida, James-A. Goulet:
Analytical Inference for Inspectors' Uncertainty Using Network-Scale Visual Inspections. J. Comput. Civ. Eng. 37(5) (2023) - [j9]Zachary Hamida, James-A. Goulet:
Hierarchical reinforcement learning for transportation infrastructure maintenance planning. Reliab. Eng. Syst. Saf. 235: 109214 (2023) - 2022
- [j8]Luong Ha Nguyen, James-A. Goulet:
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks. J. Mach. Learn. Res. 23: 50:1-50:33 (2022) - [j7]Zachary Hamida, Blanche Laurent, James-A. Goulet:
OpenIPDM: A probabilistic framework for estimating the deterioration and effect of interventions on bridges. SoftwareX 18: 101077 (2022) - [i6]Zachary Hamida, Blanche Laurent, James-A. Goulet:
OpenIPDM: A Probabilistic Framework for Estimating the Deterioration and Effect of Interventions on Bridges. CoRR abs/2201.08254 (2022) - 2021
- [j6]James-A. Goulet, Luong Ha Nguyen, Saeid Amiri:
Tractable Approximate Gaussian Inference for Bayesian Neural Networks. J. Mach. Learn. Res. 22: 251:1-251:23 (2021) - [i5]Luong Ha Nguyen, James-A. Goulet:
Analytically Tractable Inference in Deep Neural Networks. CoRR abs/2103.05461 (2021) - [i4]Luong Ha Nguyen, James-A. Goulet:
Analytically Tractable Bayesian Deep Q-Learning. CoRR abs/2106.11086 (2021) - [i3]Luong Ha Nguyen, James-A. Goulet:
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks. CoRR abs/2107.03759 (2021) - 2020
- [i2]James-A. Goulet, Luong Ha Nguyen, Saeid Amiri:
Tractable Approximate Gaussian Inference for Bayesian Neural Networks. CoRR abs/2004.09281 (2020)
2010 – 2019
- 2017
- [j5]Romain Pasquier, James-A. Goulet, Ian F. C. Smith:
Measurement system design for civil infrastructure using expected utility. Adv. Eng. Informatics 32: 40-51 (2017) - [j4]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: 60-67 (2017) - 2015
- [i1]James-A. Goulet:
The Nataf-Beta Random Field Classifier: An Extension of the Beta Conjugate Prior to Classification Problems. CoRR abs/1504.04588 (2015) - 2014
- [j3]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): 287-296 (2014) - 2013
- [j2]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): 261-269 (2013) - [j1]James-A. Goulet, Ian F. C. Smith:
Performance-Driven Measurement System Design for Structural Identification. J. Comput. Civ. Eng. 27(4): 427-436 (2013)
Coauthor Index
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