research
∙
11/02/2021
Conformal testing: binary case with Markov alternatives
We continue study of conformal testing in binary model situations. In th...
share
research
∙
07/04/2021
Adaptive calibration for binary classification
This note proposes a way of making probability forecasting rules less se...
research
∙
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...
research
∙
11/03/2019
Computationally efficient versions of conformal predictive distributions
Conformal predictive systems are a recent modification of conformal pred...
research
∙
02/18/2019
Conformal calibrators
Most existing examples of full conformal predictive systems, split-confo...
research
∙
10/24/2017
Conformal predictive distributions with kernels
This paper reviews the checkered history of predictive distributions in ...
research
∙
01/30/2013
Learning by Transduction
We describe a method for predicting a classification of an object given ...
research
∙
07/11/2012
On-line Prediction with Kernels and the Complexity Approximation Principle
The paper describes an application of Aggregating Algorithm to the probl...
research
∙
04/09/2009