Publications

Peer-Reviewed Journals

Tohme, T., Liu, D., and Youcef-Toumi, K., 2022, GSR: A Generalized Symbolic Regression ApproachTransactions on Machine Learning Research (TMLR)

Tohme, T., Vanslette, K., and Youcef-Toumi, K., 2021, Reliable Neural Networks for Regression Uncertainty Estimation, Reliability Engineering and System Safety, Volume 229

Tohme, T., Vanslette, K., and Youcef-Toumi, K., 2020, A Generalized Bayesian Approach to Model Calibration, Reliability Engineering and System Safety, Volume 204

Vanslette, K., Tohme, T., and Youcef-Toumi, K., 2020, A General Model Validation and Testing Tool, Reliability Engineering and System Safety, Volume 195

Master's Thesis

Tohme, T., 2020, The Bayesian Validation Metric: A Framework for Probabilistic Model Calibration and Validation, Massachusetts Institute of Technology