Data Analysis, Statistics and Probability · Physics
Algorithm for Model Validation: Theory and Applications
D. Sornette, A. B. Davis, K. Ide, K. R. Vixie +2
2015-06-26
Machine Learning · Computer Science
A principled approach to model validation in domain generalization
Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar +1
2023-04-04
Formal Languages and Automata Theory · Computer Science
Model Learning: A Survey on Foundation, Tools and Applications
Shahbaz Ali, Hailong Sun, Yongwang Zhao
2019-01-08
Machine Learning · Computer Science
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
Anastasios N. Angelopoulos, Stephen Bates, Emmanuel J. Candès, Michael I. Jordan +1
2022-10-03
Computational Physics · Physics
A General Strategy for Physics-Based Model Validation Illustrated with Earthquake Phenomenology, Atmospheric Radiative Transfer, and Computational Fluid Dynamics
Didier Sornette, Anthony B. Davis, James R. Kamm, Kayo Ide
2016-09-08
Medical Physics · Physics
Trend Validation of a Musculoskeletal Model with a Workstation Design Parameter
Charles Pontonnier, Mark De Zee, Afshin Samani, Georges Dumont +1
2012-12-17
Distributed, Parallel, and Cluster Computing · Computer Science
Modeling and Verification for Timing Satisfaction of Fault-Tolerant Systems with Finiteness
Chih-Hong Cheng, Christian Buckl, Javier Esparza, Alois Knoll
2016-11-18
Systems and Control · Computer Science
Control Barrier Functions: Theory and Applications
Aaron D. Ames, Samuel Coogan, Magnus Egerstedt, Gennaro Notomista +2
2019-03-28
Machine Learning · Computer Science
Evaluating model calibration in classification
Juozas Vaicenavicius, David Widmann, Carl Andersson, Fredrik Lindsten +2
2019-02-20
Artificial Intelligence · Computer Science
Model evaluation for extreme risks
Toby Shevlane, Sebastian Farquhar, Ben Garfinkel, Mary Phuong +17
2023-09-26
Machine Learning · Statistics
Model Transparency and Interpretability : Survey and Application to the Insurance Industry
Dimitri Delcaillau, Antoine Ly, Alize Papp, Franck Vermet
2022-09-02