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pinball loss

5 papers

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Co-occurring keywords

quantile regression (95) median estimation (3) epsilon-insensitive loss (5) one-class svm (12) support vector machine (978) confidence scoring (30) robust overfitting (15) proper loss (26) earth mover distance (29) calibration method (9)

Papers

Mitigating robust overfitting via self-residual-calibration regularization (Abstract Reprint) IJCAI 2024
The Earth Mover’s Pinball Loss: Quantiles for Histogram-Valued Regression ICML 2021
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification NIPS 2021
A loss framework for calibrated anomaly detection NIPS 2018
How SVMs can estimate quantiles and the median NIPS 2007