Robust LLM Performance Certification via Constrained Maximum Likelihood Estimation

Minghe Shen, Ananth Balashankar, Adam Fisch, David Madras, Miguel R. D. Rodrigues

Published: 28 Feb 2026, Last Modified: 28 Feb 2026CAOEveryoneRevisionsBibTeXCC BY 4.0
Track: Main Track, Up to 8 pages, excluding references
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Submission Number: 25