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Improving Adaptive Conformal Prediction Using Self-Supervised Learning

Improving Adaptive Conformal Prediction Using Self-Supervised Learning

Nabeel Seedat
Alan Jeffares
F. Imrie
M. Schaar
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Papers citing "Improving Adaptive Conformal Prediction Using Self-Supervised Learning"

4 / 4 papers shown
Title
WQLCP: Weighted Adaptive Conformal Prediction for Robust Uncertainty Quantification Under Distribution Shifts
WQLCP: Weighted Adaptive Conformal Prediction for Robust Uncertainty Quantification Under Distribution Shifts
Shadi Alijani
Homayoun Najjaran
150
0
0
26 May 2025
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise
T. Pouplin
Alan Jeffares
Nabeel Seedat
Mihaela van der Schaar
466
3
0
05 Jun 2024
Adapting Prediction Sets to Distribution Shifts Without Labels
Adapting Prediction Sets to Distribution Shifts Without Labels
Kevin Kasa
Zhiyu Zhang
Heng Yang
Graham W. Taylor
129
2
0
03 Jun 2024
DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems
DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems
Nabeel Seedat
F. Imrie
M. Schaar
104
13
0
09 Nov 2022