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11/02/2021
Conformal testing: binary case with Markov alternatives
We continue study of conformal testing in binary model situations. In th...
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07/04/2021
Adaptive calibration for binary classification
This note proposes a way of making probability forecasting rules less se...
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02/20/2021
Retrain or not retrain: Conformal test martingales for change-point detection
We argue for supplementing the process of training a prediction algorith...
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11/03/2019
Computationally efficient versions of conformal predictive distributions
Conformal predictive systems are a recent modification of conformal pred...
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02/18/2019
Conformal calibrators
Most existing examples of full conformal predictive systems, split-confo...
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10/24/2017
Conformal predictive distributions with kernels
This paper reviews the checkered history of predictive distributions in ...
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01/30/2013
Learning by Transduction
We describe a method for predicting a classification of an object given ...
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07/11/2012
On-line Prediction with Kernels and the Complexity Approximation Principle
The paper describes an application of Aggregating Algorithm to the probl...
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04/09/2009
