William G. La Cava
University of Pennsylvania
H-index: 24
North America-United States
Top articles of William G. La Cava
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing | arXiv preprint arXiv:2404.05898 | Guilherme Seidyo Imai Aldeia Fabricio Olivetti de Franca William G La Cava | 2024/4/8 |
Pediatric ECG-Based Deep Learning to Predict Left Ventricular Dysfunction and Remodeling | Circulation | Joshua Mayourian William G La Cava Akhil Vaid Girish N Nadkarni Sunil J Ghelani | 2024/2/5 |
Minimum variance threshold for epsilon-lexicase selection | arXiv preprint arXiv:2404.05909 | Guilherme Seidyo Imai Aldeia Fabricio Olivetti de Franca William G La Cava | 2024/4/8 |
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? | Journal of biomedical informatics | Amelia LM Tan Emily J Getzen Meghan R Hutch Zachary H Strasser Alba Gutiérrez-Sacristán | 2023/3/1 |
Lexicase Selection | William George La Cava Thomas Helmuth | 2023/7/15 | |
Optimizing fairness tradeoffs in machine learning with multiobjective meta-models | William G La Cava | 2023 | |
Fair admission risk prediction with proportional multicalibration | William G La Cava Elle Lett Guangya Wan | 2023/6/13 | |
Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming | SN Computer Science | Nuno M Rodrigues João E Batista William La Cava Leonardo Vanneschi Sara Silva | 2023/12/12 |
A flexible symbolic regression method for constructing interpretable clinical prediction models | NPJ Digital Medicine | William G La Cava Paul C Lee Imran Ajmal Xiruo Ding Priyanka Solanki | 2023/6/5 |
Translating intersectionality to fair machine learning in health sciences | Nature machine intelligence | Elle Lett William G La Cava | 2023/5 |
Pediatric Electrocardiogram-Based Deep Learning to Predict Left Ventricular Dysfunction and Remodeling | Circulation | Joshua Mayourian William G La Cava Sunil J Ghelani Rebekah Mannix Vassilios J Bezzerides | 2023/11/7 |
Interpretable symbolic regression for data science: Analysis of the 2022 competition | arXiv preprint arXiv:2304.01117 | Fabrício Olivetti de França Marco Virgolin Michael Kommenda MS Majumder M Cranmer | 2023/4/3 |
Effects of Race and Gender Classifications on Atherosclerotic Cardiovascular Disease Risk Estimates for Clinical Decision-Making in a Cohort of Black Transgender Women | Health Equity | Tonia Poteat Elle Lett Ashleigh J Rich Huijun Jiang Andrea L Wirtz | 2023/11/1 |
Slug: feature selection using genetic algorithms and genetic programming | Nuno M Rodrigues João E Batista William La Cava Leonardo Vanneschi Sara Silva | 2022/4/13 | |
PMLB v1. 0: an open-source dataset collection for benchmarking machine learning methods | Bioinformatics | Joseph D Romano Trang T Le William La Cava John T Gregg Daniel J Goldberg | 2022/2/1 |
Proportional Multicalibration | William La Cava Elle Lett Guangya Wan | 2022/9/29 | |
Population diversity leads to short running times of lexicase selection | Thomas Helmuth Johannes Lengler William La Cava | 2022/8/15 | |
A Comparative Study of GP-based and State-of-the-art Classifiers on a Synthetic Machine Learning Benchmark | Patryk Orzechowski Paweł Renc William La Cava Jason H Moore Arkadiusz Sitek | 2022/7/9 | |
Contemporary symbolic regression methods and their relative performance | arXiv preprint arXiv:2107.14351 | William La Cava Patryk Orzechowski Bogdan Burlacu Fabrício Olivetti de França Marco Virgolin | 2021/7/29 |
Controller design by symbolic regression | Mechanical Systems and Signal Processing | Kourosh Danai William G La Cava | 2021/4/1 |
Co-Authors
