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22 Nov 2006: The output of thismodel is a one-dimensional log-likelihood. To capture thedifferences in generative process between different exam-ples, each example is then mapped to the log-likelihoodgradient-space. ... Consider, for exam-ple, the second derivatives

22 Nov 2006: For exam-ple, the combination of the S2 and S3 GAUSS systems gave a 0.3%and 0.2% absolute improvements oneval03m and eval04 re-spectively.

22 Nov 2006: It does this by maximising the geometric margin – the dis-tance between the decision boundary and the closest training exam-ples – between classes.

22 Nov 2006: 14. 5 Multiple Stream Systems. One standard distributed representation, closely related to the scheme exam-ined here, is multiple stream modeling (20).

21 Nov 2006: This is best illustrated by exam-ining maximum margin training of a univariate Gaus-sian class-conditional distribution.

20 Nov 2006: Unit. From within the University, the launch was attended by a diverse range of academics, including the Faculties of Architecture, Clinical Medicine, Economics and Education, the Judge Business School and the

18 Nov 2006: Aviation:. 1999. 2002. 2003. Economics of climate change:. 2002.

11 Nov 2006: or on the example sheets it should not be in the exam.

10 Nov 2006: During the Victorian era, economic and technological developments helped scholars unearth new information about a range of different historical periods.

7 Nov 2006: area. It is home to the Faculties of Modern and Medieval Languages, Philosophy and Economics.