21 citations · 21 across the 7 of their papers we have counts for
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cs.LG2024
Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy
Coby Penso, Jacob Goldberger
This study addresses the problem of calibrating network confidence while adapting a model that was originally trained on a source domain to a target domain using unlabeled samples…
cs.LG2024
A Conformal Prediction Score that is Robust to Label Noise
Coby Penso, Jacob Goldberger
Conformal Prediction (CP) quantifies network uncertainty by building a small prediction set with a pre-defined probability that the correct class is within this set. In this study…