Blar i Publikasjoner fra Cristin på emneord "VDP::Statistikk: 412"
Viser treff 1-3 av 3
-
Penalized angular regression for personalized predictions
(Journal article; Peer reviewed, 2022)Personalization is becoming an important aspect of many predictive applications. We introduce a penalized regression method which inherently implements personalization. Personalized angle (PAN) regression constructs ... -
Predicting density-dependent somatic growth in Norwegian spring-spawning herring
(Journal article; Peer reviewed, 2022) -
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features
(Journal article; Peer reviewed, 2022)Shapley values are today extensively used as a model-agnostic explanation framework to explain complex predictive machine learning models. Shapley values have desirable theoretical properties and a sound mathematical ...