Contrastive Concept-Tree Search for LLM-Assisted Algorithm Discovery

Timothee Leleu, Sudeera Gunathilaka, Federico Ghimenti +1

Large language Model (LLM)-assisted algorithm discovery is an iterative, black-box optimization process over programs to approximatively solve a target task, where an LLM proposes…