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Bob Williamson gave his inaugural lecture at the University of Tübingen recently. The photo shows the FMLS group at the reception. A video recording of the lecture can be found here. A pdf of the slides is here.

We recently finished two papers on imprecise probabilities. The set structure of precision: coherent probabilities on Pre-Dynkin Systems This shows a relationship between the set system of measurable events and imprecision of probabilities, and thus offers a novel way of generalising traditional...

The usual way probability theory is used is that you posit an algebra of events. Each such event has a probability (that is, it is "measurable"). The assumption that the set of events that have a probability is an algebra means that if A and B are both events then "A and B" is also an event (the...

We are happy to announce that the FMLS group will host the 2nd Workshop on Learning Under Weakly Structured Information. On the 7th and 8th of April, topics, which usually fly below the radar of the fast-paced field of theoretical machine learning will be discussed. More info. Stay tuned!

Machine learning research is notoriously fast paced. Can one get off the treadmill and embrace a notion of slow science? I am pleased to be able to argue yes by example! Recently I have had two works published with a very long gestation. The first Geometry and Calculus of Losses reports work that...

Our paper on The Richness of Calibration has appeared in the proceedings of FaCCT 2023