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TU Berlin

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Masterarbeitensvorschlag

Logistic-Heaviside Multi-Class Gaussian Process Classification

You will have to develop a Gaussian process model based on the paper  "Scalable Multi-Class Gaussian Process Classification using Expectation Propagation". The idea is to change the approximation in order to make the inference much more scalable, by using the logistic link and the Polya-Gamma augmentation. You should be familiar with Gaussian Processes and Variational Inference. For more information contact Theo Galy-Fajou

Masterarbeiten

Bayesian Inference for a Cox-Ingersoll-Ross Model with changing Parameters and Application to Finance Data
Zitatschlüssel Herrmann:2014:BIC
Autor Herrmann, Jan
Jahr 2014
Schule Technische Universität Berlin
Link zur Publikation Download Bibtex Eintrag

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