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On the consistency of ordinal regression methods

Category: learning theory
#consistency #machine learning

By Fabian Pedregosa.

My latests work (with Francis Bach and Alexandre Gramfort) is on the consistency of ordinal regression methods. It has the wildly imaginative …

Surrogate Loss Functions in Machine Learning

Category: misc
#machine learning #consistency #calibration

By Fabian Pedregosa.

TL; DR These are some notes on calibration of surrogate loss functions in the context of machine learning. But mostly it is …