Machine Learning and Computational Biology Lab

On September 23, 2022, Max Horn defended his excellent PhD thesis entitled "Representation Learning for Dimensionality Reduction, Irregularly-​Sampled Sequences and Graphs".

Well done, Max! We wish you all the best for your next career steps.

On October 18, Christian Bock defended his excellent PhD thesis entitled "Motifs and Manifolds Statistical and Topological Machine Learning for Characterising and Classifying Biomedical Time Series".

Very well done, Christian! All the best for your future.

Congratulations, Matteo Togninalli, on winning an ETH medal for your outstanding PhD thesis!

https://www.research-collection.ethz.ch/handle/20.500.11850/448681

Excited by the current boom in learning on graphs, we have reviewed the foundations and trends in graph kernel research. We hope that it will be a reference and starting point for lots of future work in this domain!

A massive (151-page) effort by Karsten, Elisabetta, Felipe, Leslie and Bastian. Congratulations!

https://arxiv.org/abs/2011.03854