ENTITY
Localized Conformal Prediction
Localized Conformal Prediction
PulseAugur coverage of Localized Conformal Prediction — every cluster mentioning Localized Conformal Prediction across labs, papers, and developer communities, ranked by signal.
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New conformal prediction methods for time series using deep learning
This paper introduces three novel approaches to conformal prediction for time series data, addressing the challenge of violated exchangeability assumptions inherent in time series. The proposed methods leverage deep seq…
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New research advances conformal prediction for better ML uncertainty quantification · 4 sources tracked
Researchers are exploring advanced conformal prediction techniques to improve uncertainty quantification in machine learning. One paper introduces Online Conformal Prediction Beyond Feedback (OCPQ), which can output pre…