A generalized Bayesian approach to model calibration. - Tony Tohme; Kevin Vanslette; Kamal Youcef-Toumi (Reliab. Eng. Syst. Saf., 2020)

A general model validation and testing tool. - Kevin Vanslette; Tony Tohme; Kamal Youcef-Toumi (Reliab. Eng. Syst. Saf., 2020)

Improving Regression Uncertainty Estimation Under Statistical Change. - Tony Tohme; Kevin Vanslette; Kamal Youcef-Toumi (CoRR, 2021)

Enhanced Human-Robot Collaboration using Constrained Probabilistic Human-Motion Prediction. - Aadi Kothari; Tony Tohme; Xiaotong Zhang 006; Kamal Youcef-Toumi (CoRR, 2023)

Reliable neural networks for regression uncertainty estimation. - Tony Tohme; Kevin Vanslette; Kamal Youcef-Toumi (Reliab. Eng. Syst. Saf., 2023)

GSR: A Generalized Symbolic Regression Approach. - Tony Tohme; Dehong Liu; Kamal Youcef-Toumi (Trans. Mach. Learn. Res., 2023)

Data-Driven Discovery of PDEs via the Adjoint Method. - Mohsen Sadr; Tony Tohme; Kamal Youcef-Toumi (CoRR, 2024)

ISR: Invertible Symbolic Regression. - Tony Tohme; Mohammad Javad Khojasteh; Mohsen Sadr; Florian Meyer; Kamal Youcef-Toumi (CoRR, 2024)

MESSY Estimation: Maximum-Entropy based Stochastic and Symbolic densitY Estimation. - Tony Tohme; Mohsen Sadr; Kamal Youcef-Toumi; Nicolas G. Hadjiconstantinou (Trans. Mach. Learn. Res., 2024)