Dhruv Agarwal

BOReFT: Manifold Steering of Language Models for Black-box Optimization

Language models are increasingly used as proposal models for black-box search, from program optimization to molecular design. Existing approaches typically improve proposals through iterative prompting or parameter updates, offering limited control over how completely and efficiently the model's search space is explore...