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Learning Theoretic and Bayesian Inductive Principles
https://mlg.eng.cam.ac.uk/zoubin/LTBIP/schedule.html27 Jan 2023: Online Prediction - Bayes versus Experts 7:00 dinner ---------------------------------------------------------------------------------------------------- Day 2 - Tuesday 20 July 9:00 - 10:30 John Langford The precise role of "bias" or "prior" in -
Machine Learning 4f13 Lent 2012
https://mlg.eng.cam.ac.uk/teaching/4f13/1112/19 Nov 2023: Jan 26, 30 and Feb 2nd. Gaussian processes (3L):. Feb 6, 9, 13, 16 and 20. -
Bioinformatics
https://mlg.eng.cam.ac.uk/zoubin/bioinf.html27 Jan 2023: Bioinformatics, 20: 1361-1372. Bourne, P.E., Allerston, C.K.J, Krebs, W., Li, W, Shinyalov, I.N., Godzik, A., Friedberg, I., Liu, T., Wild, D.L., Hwang, S., Ghahramani, Z., -
Machine Learning 4f13 Lent 2011
https://mlg.eng.cam.ac.uk/teaching/4f13/1011/19 Nov 2023: LECTURE SYLLABUS. Jan 20 . Introduction to Machine Learning(1L): review of probabilistic models, relation to coding terminology: Bayes rule, supervised, unsupervised and reinforcement learning. -
Topics for Machine Learning Quals
https://mlg.eng.cam.ac.uk/zoubin/topics-list.html27 Jan 2023: Last modified: Mon Nov 15 17:25:20 GMT 2004. -
Machine Learning 4f13 Lent 2010
https://mlg.eng.cam.ac.uk/teaching/4f13/0910/19 Nov 2023: Jan 20, 21. Unsupervised learning (2L): factor analysis, PCA, the EM algorithm. -
Machine Learning 4f13 Michaelmas 2015
https://mlg.eng.cam.ac.uk/teaching/4f13/1516/19 Nov 2023: Applications to the TrueSkill ranking problem. Nov 6, 13, 20, 27. -
Learning Theoretic and Bayesian Inductive Principles
https://mlg.eng.cam.ac.uk/zoubin/LTBIP/submission.html27 Jan 2023: Last modified: Mon May 17 20:57:03 BST 2004. -
Unsupervised Learning Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/course04/27 Jan 2023: Suggested Further Readings:. of Basic Maths Needed for Machine Learning. David MacKay's Book, Chapters 20, 22 and 23 on k-means and MoG. -
Photo competition entries from the group featured in The Telegraph |…
https://mlg.eng.cam.ac.uk/news/photo-competition-entries-from-the-group-featured-in-the-telegraph/3 Jul 2024: Nov 20, 2014. Two entries from the group into the 2014 Engineering Department Photo Competition are featured in The Telegraph.
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