William La Cava

William La Cava is an Assistant Professor at Harvard Medical School and a core faculty member of the Computational Health Informatics Program (CHIP) at Boston Children’s Hospital. He received his PhD from UMass Amherst with a focus on interpretable modelling of dynamical systems. Prior to joining CHIP, he was a post-doctoral fellow and research associate in the Institute for Biomedical Informatics at the University of Pennsylvania.

Recent Papers

Towards Integrated Alignment

Ben Y. Reis and William G. La Cava (2025)

Preprint

arxiv.org  |  pdf

Call for Action: towards the next generation of symbolic regression benchmark

Guilherme Seidyo Imai Aldeia, Hengzhe Zhang, Geoffrey Bomarito, Miles Cranmer, Alcides Fonseca, Bogdan Burlacu, William G. La Cava, Fabrício Olivetti de França (2025)

Proceedings of the Genetic and Evolutionary Computation Conference Companion

dl.acm.org  |  arXiv  |  pdf

Recent Posts

Interpreting a glass-box clinical prediction model of resistant hypertension

6 minute read

About our recent HUMIES award-winning algorithm for clinical prediction models

Translating Intersectionality to Fair Machine Learning

1 minute read

A new perspective on how this social theory relates to fair machine learning.