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Unsupervised Learning∗ Zoubin Ghahramani† Gatsby Computational…
https://mlg.eng.cam.ac.uk/zoubin/course04/ul.pdf27 Jan 2023: Unsupervised Learning. Zoubin Ghahramani†. Gatsby Computational Neuroscience UnitUniversity College London, UKzoubin@gatsby.ucl.ac.uk. http://www.gatsby.ucl.ac.uk/zoubin. September 16, 2004. Abstract. We give a tutorial and overview of the field -
Computation and Psychophysics ofSensorimotor IntegrationbyZoubin…
https://mlg.eng.cam.ac.uk/zoubin/papers/thesis.pdf27 Jan 2023: Computation and Psychophysics ofSensorimotor IntegrationbyZoubin GhahramaniB.S.E., Computer Science, University of Pennsylvania (1990)B.A., Cognitive Science, University of Pennsylvania (1990)Submitted to the Department of Brain and Cognitive -
Journal of Machine Learning Research 10 (2009) 1187-1238 Submitted ...
https://mlg.eng.cam.ac.uk/pub/pdf/SilGha09.pdf13 Feb 2023: Generalizing Wright’s approach,many scientific fields such as psychology, social sciences and econometrics use linear mixed graphmodels under the name ofstructural equation models(Bollen, 1989). -
Generalised Bayesian Matrix Factorisation Models Shakir Mohamed St…
https://mlg.eng.cam.ac.uk/pub/pdf/Moh11.pdf13 Feb 2023: psychology,computational biology, geography and political science. -
- 4F13: Machine Learning
https://mlg.eng.cam.ac.uk/teaching/4f13/0910/lect14.pdf19 Nov 2023: maximize utility):. a = argminai. mj=1. ij p(sj|D, B). Bayesian sequential decision theory (statistics)Optimal control theory (engineering)Reinforcement learning (computer science / psychology). -
4F13: Machine Learning Lectures 12-14: Reinforcement Learning Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/ml06/lect12-14.pdf27 Jan 2023: a = argminai. mj=1. ij p(sj|D,B). Bayesian sequential decision theory (statistics)Optimal control theory (engineering)Reinforcement learning (computer science / psychology). -
The Indian Buffet Process: Scalable Inference and Extensions Finale…
https://mlg.eng.cam.ac.uk/pub/pdf/Dos09.pdf13 Feb 2023: The Indian Buffet Process:. Scalable Inference and Extensions. Finale Doshi-Velez. A Thesis. Presented to the Fellowship of. The University of Cambridge. in Candidacy for the Degree of. Master of Science. Department of Engineering. Zoubin Ghahramani, -
fit-epinions-svec.eps
https://mlg.eng.cam.ac.uk/pub/pdf/LesChaKleetal10.pdf13 Feb 2023: Journal of Machine Learning Research 11 (2010) 985-1042 Submitted 12/08; Revised 8/09; Published 2/10. Kronecker Graphs: An Approach to Modeling Networks. Jure Leskovec JURE@CS.STANFORD.EDUComputer Science DepartmentStanford UniversityStanford, CA -
- 4F13: Machine Learning
https://mlg.eng.cam.ac.uk/teaching/4f13/0809/lect13.pdf19 Nov 2023: maximize utility):. a = argminai. mj=1. ij p(sj|D, B). Bayesian sequential decision theory (statistics)Optimal control theory (engineering)Reinforcement learning (computer science / psychology). -
- 4F13: Machine Learning
https://mlg.eng.cam.ac.uk/teaching/4f13/0708/lect13.pdf19 Nov 2023: maximize utility):. a = argminai. mj=1. ij p(sj|D, B). Bayesian sequential decision theory (statistics)Optimal control theory (engineering)Reinforcement learning (computer science / psychology).
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