Author

Anirban Chatterjee

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#machine learning Preprint Sep 2026

Multi-source conformal prediction: leveraging heterogeneity via localization

Multi-Source Randomly Localized Conformal Prediction is proposed, which builds on the local coverage properties of randomly localized conformal prediction and extends it to multiple sources through data-adaptive source selection and establishes finite-sample coverage bounds using an interpretable notion of envelope dis...

Rohan Hore, Anirban Chatterjee, Sayantan Choudhury · 0 citations