Stupid machine learning: Random Projections

.ical

29.05.2025 20:00–20:20, Lecture Room

Sprache: English

A lot of CPU cycles have been spent on deep learning based machine learning models. But there are some unreasonably effective, very stupid methods that can be surprisingly effective. One of these methods are random projections, which we will explore for anomaly detection on some real-world data from the CMS experiment at CERN.

ceemos

ceemos has existed around the swiss chaos scene for a quite a few years, but rarely manages to finish anything to a point that it could be a talk.

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