Tony Tohme

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Symbolic Regression

Motion Prediction

Grammatical Evolution

Top Venues

Reliab. Eng. Syst. Saf.

Trans. Mach. Learn. Res.

Publications

Tony Tohme, Mohammad Javad Khojasteh, Mohsen Sadr, Florian Meyer, Kamal Youcef-Toumi
ISR: Invertible Symbolic Regression. CoRR (2024)
Tony Tohme, Mohsen Sadr, Kamal Youcef-Toumi, Nicolas G. Hadjiconstantinou
MESSY Estimation: Maximum-Entropy based Stochastic and Symbolic densitY Estimation. Trans. Mach. Learn. Res. 2024 (2024)
Mohsen Sadr, Tony Tohme, Kamal Youcef-Toumi
Data-Driven Discovery of PDEs via the Adjoint Method. CoRR (2024)
Tony Tohme, Mohsen Sadr, Kamal Youcef-Toumi, Nicolas G. Hadjiconstantinou
MESSY Estimation: Maximum-Entropy based Stochastic and Symbolic densitY Estimation. CoRR (2023)
Tony Tohme, Dehong Liu, Kamal Youcef-Toumi
GSR: A Generalized Symbolic Regression Approach. Trans. Mach. Learn. Res. 2023 (2023)
Aadi Kothari, Tony Tohme, Xiaotong Zhang, Kamal Youcef-Toumi
Enhanced Human-Robot Collaboration using Constrained Probabilistic Human-Motion Prediction. CoRR (2023)
Tony Tohme, Kevin Vanslette, Kamal Youcef-Toumi
Reliable neural networks for regression uncertainty estimation. Reliab. Eng. Syst. Saf. 229 (2023)
Tony Tohme, Dehong Liu, Kamal Youcef-Toumi
GSR: A Generalized Symbolic Regression Approach. CoRR (2022)
Tony Tohme, Kevin Vanslette, Kamal Youcef-Toumi
Improving Regression Uncertainty Estimation Under Statistical Change. CoRR (2021)
Tony Tohme, Kevin Vanslette, Kamal Youcef-Toumi
A generalized Bayesian approach to model calibration. Reliab. Eng. Syst. Saf. 204 (2020)
Kevin Vanslette, Tony Tohme, Kamal Youcef-Toumi
A general model validation and testing tool. Reliab. Eng. Syst. Saf. 195 (2020)