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Stupid machine learning: Random Projections (cosin2025)
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Manage episode 498836737 series 2475293
Content provided by CCC media team. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by CCC media team or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
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. about this event: https://fahrplan.cosin.ch/fahrplan/2025/events/f77a03cf-23bb-59b7-9605-2c4944cc97c0/
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1964 episodes
MP4•Episode home
Manage episode 498836737 series 2475293
Content provided by CCC media team. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by CCC media team or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
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. about this event: https://fahrplan.cosin.ch/fahrplan/2025/events/f77a03cf-23bb-59b7-9605-2c4944cc97c0/
…
continue reading
1964 episodes
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