- PyData Madrid "Prediction using Conformal Prediction" (20th March 2024)
- Supplementary material (Jupyter notebooks)
- Prediction intervals: Quantile Regression Forests - example of how to implement CQR "by-hand" (as per slide 19)
- Regression prediction intervals with MAPIE - example of using CQR via MAPIE (as per slide 22)
- Locally-weighted conformal regression - another powerful CP technique demonstrated "by-hand"
- Classifier calibration using Venn-ABERS - how to apply IVAP and CVAP (slides 36 and 37)
- Supplementary material (Jupyter notebooks)
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Talks and presentations