GROOT augments scarce labeled protein data with pseudo-labeled latent-space neighbors smoothed by label propagation, and reports state-of-the-art fitness on GFP and AAV optimization benchmarks.
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GROOT: Effective Design of Biological Sequences with Limited Experimental Data
GROOT augments scarce labeled protein data with pseudo-labeled latent-space neighbors smoothed by label propagation, and reports state-of-the-art fitness on GFP and AAV optimization benchmarks.