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Tony Tohme
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年份
Reliable Neural Networks for Regression Uncertainty Estimation
T Tohme, K Vanslette, K Youcef-Toumi
Reliability Engineering & System Safety 229, 108811, 2022
19*2022
A Generalized Bayesian Approach to Model Calibration
T Tohme, K Vanslette, K Youcef-Toumi
Reliability Engineering & System Safety 204, 107141, 2020
162020
A General Model Validation and Testing Tool
K Vanslette, T Tohme, K Youcef-Toumi
Reliability Engineering & System Safety 195, 106684, 2020
162020
GSR: A Generalized Symbolic Regression Approach
T Tohme, D Liu, K Youcef-Toumi
Transactions on Machine Learning Research (TMLR), 2023
142023
Enhanced Human-Robot Collaboration using Constrained Probabilistic Human-Motion Prediction
A Kothari, T Tohme, X Zhang, K Youcef-Toumi
arXiv preprint arXiv:2310.03314, 2023
62023
The Bayesian Validation Metric: A Framework for Probabilistic Model Calibration and Validation
T Tohme
Massachusetts Institute of Technology, 2020
52020
MESSY Estimation: Maximum-Entropy based Stochastic and Symbolic densitY Estimation
T Tohme, M Sadr, K Youcef-Toumi, NG Hadjiconstantinou
Transactions on Machine Learning Research (TMLR), 2024
32024
Data-Driven Discovery of PDEs via the Adjoint Method
M Sadr, T Tohme, K Youcef-Toumi
arXiv preprint arXiv:2401.17177, 2024
22024
ISR: Invertible Symbolic Regression
T Tohme, MJ Khojasteh, M Sadr, F Meyer, K Youcef-Toumi
arXiv preprint arXiv:2405.06848, 2024
12024
Advances in Symbolic Regression: From Generalized Formulation to Density Estimation and Inverse Problem
T Tohme
Massachusetts Institute of Technology, 2024
2024
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