论文信息 - Hypergraphical Conformal Predictors

Hypergraphical Conformal Predictors

Conformal predictors are usually defined and studied under the exchangeability assumption. However, their definition can be extended to a wide class of statistical models, called online compression...

[1] Henrik Boström,et al. Evolved decision trees as conformal predictors , 2013, 2013 IEEE Congress on Evolutionary Computation.

[2] W. Gasarch,et al. The Book Review Column 1 Coverage Untyped Systems Simple Types Recursive Types Higher-order Systems General Impression 3 Organization, and Contents of the Book , 2022 .

[3] Alexander Gammerman,et al. Conformal Prediction under Hypergraphical Models , 2013, AIAI.

[4] Michael I. Jordan,et al. Probabilistic Networks and Expert Systems , 1999 .

[5] A. Gammerman,et al. On-line predictive linear regression , 2005, math/0511522.

[6] Alexander Gammerman,et al. Testing the Gauss linear assumption for on-line predictions , 2012, Progress in Artificial Intelligence.

[7] Vladimir Vovk,et al. A tutorial on conformal prediction , 2007, J. Mach. Learn. Res..