most citedAccelerating Radio Spectrum Regulation Workflows with Large Language Models (LLMs)

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cs.LG2024

Target Strangeness: A Novel Conformal Prediction Difficulty Estimator

Alexis Bose, Jonathan Ethier, Paul Guinand

This paper introduces Target Strangeness, a novel difficulty estimator for conformal prediction (CP) that offers an alternative approach for normalizing prediction intervals (PIs).…

cs.LG2024

Conformal Prediction for Multimodal Regression

Alexis Bose, Jonathan Ethier, Paul Guinand

This paper introduces multimodal conformal regression. Traditionally confined to scenarios with solely numerical input features, conformal prediction is now extended to multimodal…