Documents dont l'auteur est "Deka, Bhargob"

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Nombre de documents: 6

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Deka, B., & Goulet, J. A. Online aleatory uncertainty quantification for probabilistic time series models [Communication écrite]. 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), Dublin, Ireland (8 pages). Lien externe

Deka, B., Nguyen, L. H., & Goulet, J. A. (2023). Analytically tractable heteroscedastic uncertainty quantification in Bayesian neural networks for regression tasks. Neurocomputing, 127183 (20 pages). Lien externe

Deka, B. (2022). Analytical Bayesian Parameter Inference for Probabilistic Models with Engineering Applications [Thèse de doctorat, Polytechnique Montréal]. Disponible

Deka, B., Ha Nguyen, L., Amiri, S., & Goulet, J. A. (2022). The Gaussian multiplicative approximation for state-space models. Structural Control and Health Monitoring, 29(3), 20 pages. Lien externe

Deka, B., & Goulet, J. A. (août 2022). State-based Regression for Modeling the Non-linear Dependency between Time Series [Communication écrite]. 11th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2022), Montreal, QC, Canada. Non disponible

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Laurent, B., Deka, B., Hamida, Z., & Goulet, J. A. (2023). Analytical Inference for Inspectors' Uncertainty Using Network-Scale Visual Inspections. Journal of Computing in Civil Engineering, 37(5), 12 pages. Lien externe

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