Author

Karan Gupta

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#machine learning Preprint Oct 2026

CopRoute: Dependence-Aware Conformal Routing for Language Models

It is shown that CopRoute's ordering attains, on the design data, the best guarantee any efficient fixed-ordering algorithm can give for the average number of calls to the first correct model, and that a separate calibration step certifies the all-miss risk of the deployed sets.

Siva Rajesh Kasa, Santhosh Kumar Kasa, Karan Gupta · 0 citations