Daniel Khalil

Steering Generative Models with Experimental Data for Protein Fitness Optimization

Protein fitness optimization involves finding a protein sequence that maximizes desired quantitative properties in a combinatorially large design space of possible sequences. Recent advances in steering protein generative models (e.g., diffusion models and language models) with labeled data offer a…