most citedPropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design

6 citations · 6 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2022★ 6 cited

PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design

Ji Won Park, Samuel Stanton, Saeed Saremi +6

Bayesian optimization offers a sample-efficient framework for navigating the exploration-exploitation trade-off in the vast design space of biological sequences. Whereas it is poss…