This is your work, valued

New York, NY

Samuel Stanton

Advanced
@samuelstanton

Technical Staff at Coefficient Bio | formerly ML Scientist @prescient-design | @NYUDataScience PhD | developing AI agents for scientific discovery in biotech

samuelstanton.github.io/

lambo. Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)

77

gnosis. Code to reproduce experiments from 'Does Knowledge Distillation Really Work' a paper which appeared in the 2021 NeurIPS proceedings.

35

conformal-bayesopt. Bayesian optimization with conformal coverage guarantees

29

hydra-ray-demo. Demonstration of how to structure a project with Hydra for easy deployment with Ray

11

conformal-policy-control. Conformal policy control for AI agents

7

model-zoo. out-of-the-box probabilistic regression models

4

samuelstanton.github.io. personal blog

1

bayesopt-hd. Bayesian optimization tailored for high dimensional objective functions

1