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cs.AI2026
RAISE: LLM-based Automated Heuristic Design with Robust Adversary Instance Search
Fei Liu, Alessio Figalli, Patrick Owen +1
Automated Heuristic Design (AHD) with Large Language Models (LLMs) has shown remarkable progress in discovering high-quality heuristics. However, existing LLM-based AHD methods opt…
cs.LG2026
Variational inference via radial transport
Luca Ghafourpour, Sinho Chewi, Alessio Figalli +1
In variational inference (VI), the practitioner approximates a high-dimensional distribution with a simple surrogate one, often a (product) Gaussian distribution. However, in m…