作者位次 #3/3ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability
Mechanistic Interpretability as Statistical Estimation: A Variance Analysis
Maxime Méloux · François Portet · Maxime Peyrard
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Maxime Méloux · François Portet · Maxime Peyrard
Xinhao Zhang · Xi Chen · François Portet · Maxime Peyrard
Recent work has demonstrated the promise of orchestrating large language models (LLMs) within evolutionary and agentic optimization systems. However, the mechanisms driving these optimization gains remain poorly understood. In this work, we present a large-scale study of LLM-guided evolutionary s...
Dimitrios Rontogiannis · Maxime Peyrard · Nicolas Mario Baldwin · Martin Josifoski · Robert West · Dimitrios Gunopulos