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Edoardo Pona

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Preprint Aug 2026

Online Conformal Prediction Beyond Feedback

This work develops OCP with queries (OCPQ) by adapting the label efficient forecaster of Cesa-Bianchi, Lugosi, and Stoltz (2004) to the authors' setting, and develops OCP with queries (OCPQ) with queries in a way that encourages the learner to output small prediction sets while ensuring that the correct label is covere...

J. Skalse, Edoardo Pona, Osvaldo Simeone et al. · 0 citations

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