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Tree-Based Inference for Dirichlet Process Mixtures Yang Xu Machine…
https://mlg.eng.cam.ac.uk/pub/pdf/XuHelGha09.pdf13 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. -
analogy-aistats2007.dvi
https://mlg.eng.cam.ac.uk/pub/pdf/SilHelGha07a.pdf13 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 -
Assessing Approximations forGaussian Process Classification Malte…
https://mlg.eng.cam.ac.uk/pub/pdf/KusRas06.pdf13 Feb 2023: This effect has been show empirically on several real world exam-ples. -
PROPAGATION OF UNCERTAINTY IN BAYESIAN KERNEL MODELS— APPLICATION TO…
https://mlg.eng.cam.ac.uk/pub/pdf/QuiGirLarRas03.pdf13 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 -
0000010020030040050060070080090100110120130140150160170180190200210220…
https://mlg.eng.cam.ac.uk/pub/pdf/KnoParGlaWin10.pdf13 Feb 2023: It is generally possible to split measurements into explanatory variables (for exam-ple: age, smoking, alcohol, sun exposure) and outcomes (e.g. -
A Comparison of Human and Agent Reinforcement Learningin Partially ...
https://mlg.eng.cam.ac.uk/pub/pdf/DosGha11.pdf13 Feb 2023: We also exam-ined which RL algorithms’ behaviour most closely matchedhuman behaviour. -
Generalization to Local Remappings of the VisuomotorCoordinate…
https://mlg.eng.cam.ac.uk/zoubin/papers/genJN.pdf27 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 -
Discovering temporal patterns of differential geneexpression in…
https://mlg.eng.cam.ac.uk/pub/pdf/SteDenMcHetal09.pdf13 Feb 2023: The majority of these existing methods are aimed atidentifying differentially expressed genes from static microarray experiments, for exam-ple (KMC00, DYCS02, ETST01). -
Unsupervised Learning Week 1: Introduction, Statistical Basics,and a…
https://mlg.eng.cam.ac.uk/zoubin/course05/lect1.pdf27 Jan 2023: Cognitive Science: computational linguistics, philosophy of mind,. • Economics: decision theory, game theory, operational research. • -
A Nonparametric Bayesian Approach toModeling Overlapping Clusters…
https://mlg.eng.cam.ac.uk/pub/pdf/HelGha07a.pdf13 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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