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Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals

Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals

Marouane Il Idrissi
Agathe Fernandes Machado
Ewen Gallic
Arthur Charpentier
ArXiv (abs)PDFHTML

Papers citing "Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals"

3 / 3 papers shown
Title
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
Lukas Klein
Carsten T. Lüth
U. Schlegel
Till J. Bungert
Mennatallah El-Assady
Paul F. Jäger
XAIELM
276
7
0
03 Jan 2025
Identifying Drivers of Predictive Aleatoric Uncertainty
Identifying Drivers of Predictive Aleatoric Uncertainty
Pascal Iversen
Simon Witzke
Katharina Baum
Bernhard Y. Renard
UD
153
2
0
12 Dec 2023
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
1.2K
22,232
0
22 May 2017

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