Search Results for author: Stephen Malina

Found 2 papers, 0 papers with code

Beyond the training set: an intuitive method for detecting distribution shift in model-based optimization

no code implementations9 Nov 2023 Farhan Damani, David H Brookes, Theodore Sternlieb, Cameron Webster, Stephen Malina, Rishi Jajoo, Kathy Lin, Sam Sinai

A common scenario involves using a fixed training set to train models, with the goal of designing new samples that outperform those present in the training data.

Forecasting labels under distribution-shift for machine-guided sequence design

no code implementations18 Nov 2022 Lauren Berk Wheelock, Stephen Malina, Jeffrey Gerold, Sam Sinai

The ability to design and optimize biological sequences with specific functionalities would unlock enormous value in technology and healthcare.

Decision Making

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