After a whirlwind five years at Faculty of Computer and Information Science, University of Ljubljana, I have defended my PhD this Friday, on the topic of Low-rank matrix factorization in multiple kernel learning. The book is available here.

Here is the book cover, representing a fit of Istria’s landscape using low-rank kernel regression models.

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There is also an animation, showing the evolution of a least-angle regression (LAR) model.