Patrick E. Leser

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Symbolic Regression

Genetic Programming

Bayesian Model Selection

Active Learning

Top Venues

GECCO Companion

J. Comput. Phys.

Publications

Patrick E. Leser, Geoffrey F. Bomarito, Gabriel Kronberger, Fabrício Olivetti de França
Comparing Methods for Estimating Marginal Likelihood in Symbolic Regression. GECCO Companion (2024)
Geoffrey F. Bomarito, Patrick E. Leser, James E. Warner, William P. Leser
On the optimization of approximate control variates with parametrically defined estimators. J. Comput. Phys. 451 (2022)
Geoffrey F. Bomarito, Patrick E. Leser, N. C. M. Strauss, K. M. Garbrecht, J. D. Hochhalter
Bayesian model selection for reducing bloat and overfitting in genetic programming for symbolic regression. GECCO Companion (2022)
Geoffrey F. Bomarito, Patrick E. Leser, N. C. M. Strauss, K. M. Garbrecht, Jacob D. Hochhalter
Automated Learning of Interpretable Models with Quantified Uncertainty. CoRR (2022)
James E. Warner, Julian Cuevas, Geoffrey F. Bomarito, Patrick E. Leser, William P. Leser
Inverse Estimation of Elastic Modulus Using Physics-Informed Generative Adversarial Networks. CoRR (2020)