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Merge Hulls Without Copying Vertices: GPU Isotonic Regression
Isotonic regression finds the monotone sequence closest to the data in weighted least squares. It is used to calibrate probabilities and inside differentiable ranking. Its standard algorithm, pool adjacent violators, is sequential within a sequence, and torchsort, the exact GPU solver of differentia
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