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20182026
most citedFinite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits

7 citations · 9 across the 7 of their papers we have counts for

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cs.DB2026

SCOPE: Cost-Efficient Model Selection for Compound AI Systems under Quality Constraints

Yiqian Huang, Shiqi Zhang, Tianyuan Jin +1

A compound AI system consists of multiple LLM modules, together handling complex and multi-step tasks that exceed the capabilities of a single model. Existing systems often use a s…