New York, NY

Samuel Stanton

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@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)

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

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conformal-bayesopt. Bayesian optimization with conformal coverage guarantees

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

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

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

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samuelstanton.github.io. personal blog

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

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