Browsing Statistics (Theses and Dissertations) by Author "ROETZER, GERNOT RUDOLF"
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Efficient and scalable inference for generalized student - T process models
ROETZER, GERNOT RUDOLF (Trinity College Dublin. School of Computer Science & Statistics. Discipline of Statistics, 2020)Gaussian Processes are a popular, nonparametric modelling framework for solving a wide range of regression problems. However, they are suffering from 2 major shortcomings. On the one hand, they require efficient, approximate ...