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  1. Results that match 1 of 2 words

  2. Unsupervised Learning∗ Zoubin Ghahramani† Gatsby Computational…

    https://mlg.eng.cam.ac.uk/zoubin/course05/ul.pdf
    27 Jan 2023: Some people prefer tocall this a system or agent. The same mathematical theory of learning applies regardless of what we choose to call the learner,whether it is artificial or biological.
  3. Bayesian Gaussian Process Classificationwith the EM-EP…

    https://mlg.eng.cam.ac.uk/zoubin/papers/KimGha06-PAMI.pdf
    27 Jan 2023: 7. The optimization procedure is described in Appendix B in [10] and thecode is available from http://www.kyb.tuebingen.mpg.de/bs/people/carl/code/minimize/.
  4. coverage.eps

    https://mlg.eng.cam.ac.uk/pub/pdf/SilHelGhaetal10.pdf
    13 Feb 2023: In their paper, one isinitially given a set of pairwise distances between objects (say, by the sub-jective judgement of a group of people).
  5. manual.dvi

    https://mlg.eng.cam.ac.uk/pub/pdf/RasNeaHinetal96.pdf
    13 Feb 2023: These sections may be of someinterest to all users, but are primarily intended for people who wish to include new datasetsin DELVE, or who wish to create new prototasks and tasks
  6. Bayesian Time Series Learning with Gaussian Processes Roger…

    https://mlg.eng.cam.ac.uk/pub/pdf/Fri15.pdf
    13 Feb 2023: interact with so many talented people.
  7. 13 Feb 2023: iv. Acknowledgements. My time at the University of Cambridge has been filled with a wealth of memorableexperiences and I have been privileged to be surrounded by a multitude of trulyinspirational people. ... Foremost amongst these people has been my
  8. fit-epinions-svec.eps

    https://mlg.eng.cam.ac.uk/pub/pdf/LesChaKleetal10.pdf
    13 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
  9. - IB Paper 7: Probability and Statistics

    https://mlg.eng.cam.ac.uk/teaching/1BP7/1819/lect04.pdf
    19 Nov 2023: Waiting times. The bus arrives on average every 15 minutes. Compare the average waiting timefor people arriving randomly if buses 1) arrive regularly, 2) arrive randomly.
  10. 13 Feb 2023: amazing people!
  11. Bayesian Learning forData-Efficient Control Rowan McAllister…

    https://mlg.eng.cam.ac.uk/pub/pdf/Mca16.pdf
    13 Feb 2023: Bayesian Learning forData-Efficient Control. Rowan McAllister. Supervisor: Prof. C.E. Rasmussen. Advisor: Prof. Z. Ghahramani. Department of EngineeringUniversity of Cambridge. This dissertation is submitted for the degree ofDoctor of Philosophy.
  12. 13 Feb 2023: We take a more bold approach. 2 The term nonparametric causes quite a deal of confusion as it often leads people to believewe are working with models with zero parameters when
  13. Computation and Psychophysics ofSensorimotor IntegrationbyZoubin…

    https://mlg.eng.cam.ac.uk/zoubin/papers/thesis.pdf
    27 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
  14. - IB Paper 7: Probability and Statistics

    https://mlg.eng.cam.ac.uk/teaching/1BP7/1819/lect03.pdf
    19 Nov 2023: The averageincome is very different from the median, since a few people have very largeincomes.
  15. Graph-based Semi-supervised Learning Zoubin Ghahramani Department of…

    https://mlg.eng.cam.ac.uk/zoubin/talks/lect3ssl.pdf
    27 Jan 2023: data, using webcam im-ages of ten people that were collected over a period of sev-eral months. ... People changed. 2Instructions for obtaining the dataset can be found at http://www.cs.cmu.edu/˜zhuxj/freefoodcam.
  16. Variational Inference for the IndianBuffet Process Finale…

    https://mlg.eng.cam.ac.uk/pub/pdf/DosMilVanTeh09b.pdf
    13 Feb 2023: 2. The ith customer then takes dishes that have been previously sampled with probabilitymk/i, where mk is the number of people who have already sampled dish k. ... The Yale Faces (Georghiades et al., 2001)dataset consisted of 721 32x32 pixel frontal-face
  17. Unsupervised Learning∗ Zoubin Ghahramani† Gatsby Computational…

    https://mlg.eng.cam.ac.uk/zoubin/course04/ul.pdf
    27 Jan 2023: Some people prefer tocall this a system or agent. The same mathematical theory of learning applies regardless of what we choose to call the learner,whether it is artificial or biological.
  18. Bayesian Sets Zoubin Ghahramani∗ and Katherine A. HellerGatsby…

    https://mlg.eng.cam.ac.uk/pub/pdf/GhaHel06.pdf
    13 Feb 2023: Depending on the application, the set D may consist of web pages, movies, people,words, proteins, images, or any other object we may wish to form queries on. ... The size of the dataset after preprocessing was 1813 people by 1532 movies.
  19. LNAI 3176 - Unsupervised Learning

    https://mlg.eng.cam.ac.uk/pub/pdf/Gha03a.pdf
    13 Feb 2023: Some people prefer to call this a system or agent. The samemathematical theory of learning applies regardless of what we choose to call thelearner, whether it is artificial or biological.
  20. thesis.dvi

    https://mlg.eng.cam.ac.uk/pub/pdf/Ras96b.pdf
    13 Feb 2023: throughout my Ph.D. work. I hope that one day I will similarly be able to inspire people. ... convergence with such methods. In such cases people may find the required computational.
  21. A Nonparametric Bayesian Approach toModeling Overlapping Clusters…

    https://mlg.eng.cam.ac.uk/pub/pdf/HelGha07a.pdf
    13 Feb 2023: A common approach is tocluster people; clusters could characterize gender, age,ethnicity, or simply movie taste (e.g. ... people who likehorror movies). However, any particular person canclearly belong to multiple such clusters at the sametime, e.g.
  22. Non-parametric Bayesian Methods Uncertainty in Artificial…

    https://mlg.eng.cam.ac.uk/zoubin/talks/uai05tutorial-b.pdf
    27 Jan 2023: Example 1:You are trying to model people’s patterns of movie preferences. ... people who like movies with Marlon Brando, people who like action movies but not science.
  23. arXiv:0906.4032v1 [cs.LG] 22 Jun 2009

    https://mlg.eng.cam.ac.uk/pub/pdf/BorGha09a.pdf
    13 Feb 2023: In the social sciences, one may want to compare whether the behavior of agroup of people, e.g.
  24. A Simple Bayesian Framework for Content-Based Image Retrieval…

    https://mlg.eng.cam.ac.uk/pub/pdf/HelGha06a.pdf
    13 Feb 2023: everyday lives of people around the world. Accordingly,. there has been a substantial amount of CBIR research, and. ... as ease of displaying the images, reasonable quantities for. human hand labelling, and because when people perform.
  25. Bayesian HC research talk

    https://mlg.eng.cam.ac.uk/zoubin/p8-07/lect4s.ppt
    27 Jan 2023: Retrieving Movies. EachMovie Data: 1813 people by 1532 movies. Retrieving Movies.
  26. grasshopper.dvi

    https://mlg.eng.cam.ac.uk/pub/pdf/GolZhuVanAnd07.pdf
    13 Feb 2023: In social network anal-ysis, people are connected by their interactions, e.g.,phone calls. ... Active groups of people have strong in-teractions among them, but many groups may existwith fewer interactions.
  27. doi:10.1016/j.patrec.2005.09.027

    https://mlg.eng.cam.ac.uk/pub/pdf/KimKimGha06a.pdf
    13 Feb 2023: People respond differ-ently according to gender. Human computer interactionsystem can be more user-friendly and more human-likewhen it considers the users gender. ... The databasePF01 has color face images of 103 Asian people, 53 menand 50 women, where

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