LLMs for Optimization in Code-Spaces: From Metaheuristic Design to AutoML

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Invited lecture at the AutoML summer school on LLMs for optimization in code-spaces, covering LLaMEA, LLaMEA-BO, and our newest work applying LLaMEA to optimize ML pipelines in code-space.