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  2. Tree-Based Inference for Dirichlet Process Mixtures Yang Xu Machine…

    https://mlg.eng.cam.ac.uk/pub/pdf/XuHelGha09.pdf
    13 Feb 2023: Figure 5 showsthe results. We found that the BHC lower boundswere higher (and hence tighter) than the mean lowerbounds of all variational methods in the three exam-ples (in fact, BHC ... In these exam-. 3 4 5 6 7 8 90. 0.2.
  3. analogy-aistats2007.dvi

    https://mlg.eng.cam.ac.uk/pub/pdf/SilHelGha07a.pdf
    13 Feb 2023: In both exam-ples, it is not fully known how to explicitly describeclasses of relations that are believed to exist (and itis a nuisance to select negative examples by hand tolearn ... analogical reasoningquestion from a SAT-like exam where for a given
  4. Assessing Approximations forGaussian Process Classification Malte…

    https://mlg.eng.cam.ac.uk/pub/pdf/KusRas06.pdf
    13 Feb 2023: This effect has been show empirically on several real world exam-ples.
  5. PROPAGATION OF UNCERTAINTY IN BAYESIAN KERNEL MODELS— APPLICATION TO…

    https://mlg.eng.cam.ac.uk/pub/pdf/QuiGirLarRas03.pdf
    13 Feb 2023: zkL] and the targets arechosen to beyk = zk. We train a GP model with Gaussian kernel on only 100 exam-ples — enough to obtain a 1-step ahead normalized mean squarederror
  6. 0000010020030040050060070080090100110120130140150160170180190200210220…

    https://mlg.eng.cam.ac.uk/pub/pdf/KnoParGlaWin10.pdf
    13 Feb 2023: It is generally possible to split measurements into explanatory variables (for exam-ple: age, smoking, alcohol, sun exposure) and outcomes (e.g.
  7. 13 Feb 2023: We also exam-ined which RL algorithms’ behaviour most closely matchedhuman behaviour.
  8. Generalization to Local Remappings of the VisuomotorCoordinate…

    https://mlg.eng.cam.ac.uk/zoubin/papers/genJN.pdf
    27 Jan 2023: To investigate the representation and plas-ticity of the visuomotor coordinate transformation, we exam-ined the changes in pointing behavior after local visuomotorremappings. ... Specifically, it is possible to exam-ine what effects a remapping at one
  9. Discovering temporal patterns of differential geneexpression in…

    https://mlg.eng.cam.ac.uk/pub/pdf/SteDenMcHetal09.pdf
    13 Feb 2023: The majority of these existing methods are aimed atidentifying differentially expressed genes from static microarray experiments, for exam-ple (KMC00, DYCS02, ETST01).
  10. Unsupervised Learning Week 1: Introduction, Statistical Basics,and a…

    https://mlg.eng.cam.ac.uk/zoubin/course05/lect1.pdf
    27 Jan 2023: Cognitive Science: computational linguistics, philosophy of mind,. • Economics: decision theory, game theory, operational research. •
  11. A Nonparametric Bayesian Approach toModeling Overlapping Clusters…

    https://mlg.eng.cam.ac.uk/pub/pdf/HelGha07a.pdf
    13 Feb 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

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