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Sam Sinai

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

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Nov 09, 2023
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Contrastive losses as generalized models of global epistasis

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May 08, 2023
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Forecasting labels under distribution-shift for machine-guided sequence design

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Nov 18, 2022
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A primer on model-guided exploration of fitness landscapes for biological sequence design

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Oct 23, 2020
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AdaLead: A simple and robust adaptive greedy search algorithm for sequence design

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Oct 05, 2020
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Variational auto-encoding of protein sequences

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Jan 03, 2018
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