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Bayesian Hierarchical Clustering Katherine A. Heller…
https://mlg.eng.cam.ac.uk/zoubin/papers/bhcnew.pdf27 Jan 2023: We show some exam-ples of this in the Results section. 5. -
nips2007-final.dvi
https://mlg.eng.cam.ac.uk/pub/pdf/SilChuGha08.pdf13 Feb 2023: This setup is very closely related to the classicseemingly unrelated regressionmodel popular in economics [12]. -
Relational Learning with Gaussian Processes Wei ChuCCLS Columbia…
https://mlg.eng.cam.ac.uk/pub/pdf/ChuSinGhaetal07.pdf13 Feb 2023: Taskar et al., 2002). For exam-ple, hyper-linked web-documents are often about similar topics, even if their textual contents aredisparate when viewed as bags of words. -
On the Convergence of Bound Optimization Algorithms Ruslan…
https://mlg.eng.cam.ac.uk/pub/pdf/SalRowGha03a.pdf13 Feb 2023: For exam-ple, in supervised and unsupervised probabilistic modelingthe objective function may be the (conditional) data like-lihood or the posterior over parameters. -
Scaling Multidimensional Gaussian Processes using ProjectedAdditive…
https://mlg.eng.cam.ac.uk/pub/pdf/GilSaaCun13.pdf13 Feb 2023: 1 agreewith all the results from the real datasets. For exam-ple, in Fig. -
A Nonparametric Bayesian Approach toModeling Overlapping Clusters…
https://mlg.eng.cam.ac.uk/zoubin/papers/HelGha07over.pdf27 Jan 2023: ple processes that add together (Figure 4). For exam-ple, if the first and second columns of A are identical(a1 = a2), then one would expect that data pointsthat simultaneously belong -
Scalable Gaussian Process Structured Prediction for Grid Factor Graph …
https://mlg.eng.cam.ac.uk/pub/pdf/BraQuaNowGha14.pdf13 Feb 2023: As another exam-ple, we can further decompose the energy function in (2).This results in two different types of factors: a) unary1 fac-tors connecting components of input and output -
Relational Learning with Gaussian Processes Wei ChuCCLS Columbia…
https://mlg.eng.cam.ac.uk/zoubin/papers/relationalgp.pdf27 Jan 2023: Taskar et al., 2002). For exam-ple, hyper-linked web-documents are often about similar topics, even if their textual contents aredisparate when viewed as bags of words. -
Bayesian nonparametrics andthe probabilistic approach to modelling…
https://mlg.eng.cam.ac.uk/pub/pdf/Gha12.pdf13 Feb 2023: Bayesian nonparametrics andthe probabilistic approach to modelling. Zoubin Ghahramani. Department of EngineeringUniversity of Cambridge, UK. zoubin@eng.cam.ac.ukhttp://mlg.eng.cam.ac.uk/zoubin. Modelling is fundamental to many fields of science and -
nips2007-final.dvi
https://mlg.eng.cam.ac.uk/zoubin/papers/SilChuGha08.pdf27 Jan 2023: This setup is very closely related to the classicseemingly unrelated regressionmodel popular in economics [12].
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