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Technology Presto: Distributed Machine Learning and Graph Processing with Sparse Matrices

1. Distributed Machine Learning andGraph Processing with SparseMatricesSpeaker: LIN Qianhttp://www.comp.nus.edu.sg/~linqian/ 2. Big Data, Complex AlgorithmsPageRank(Dominant…

Documents PATTERN RECOGNITION AND MACHINE LEARNING CHAPTER 2: PROBABILITY DISTRIBUTIONS.

Slide 1PATTERN RECOGNITION AND MACHINE LEARNING CHAPTER 2: PROBABILITY DISTRIBUTIONS Slide 2 Parametric Distributions Basic building blocks: Need to determine given Representation:…

Documents Impact of the Distributional Assumptions of Random Effects on Model Fitting Xueying (Sherri) Zhang.....

Slide 1Impact of the Distributional Assumptions of Random Effects on Model Fitting Xueying (Sherri) Zhang Research Scientist California Department of Health Services CDIC/…

Documents Sampling Research Questions Bruce D. Spencer Statistics Department and Institute for Policy Research...

Slide 1Sampling Research Questions Bruce D. Spencer Statistics Department and Institute for Policy Research Northwestern University SAMSI Workshop 10/21/10 Slide 2 2 Introduction…

Documents Lecture #3: Modeling spatial autocorrelation in normal, binomial/logistic, and Poisson variables:...

Slide 1 Slide 2 Lecture #3: Modeling spatial autocorrelation in normal, binomial/logistic, and Poisson variables: autoregressive and spatial filter specifications Spatial…

Documents University of Toronto Oct. 18, 2004 Modelling Motion Patterns with Video Epitomes Machine Learning.....

Slide 1University of Toronto Oct. 18, 2004 Modelling Motion Patterns with Video Epitomes Machine Learning Group Meeting University of Toronto Oct. 18, 2004 Vincent Cheung…

Documents JINA Froniters Workshop August 21 st 2005 Searching for Isomers along the rp-Process Path Andreas...

Slide 1JINA Froniters Workshop August 21 st 2005 Searching for Isomers along the rp-Process Path Andreas Wöhr Institute for Nuclear Structure and Astrophysics University…

Technology Data mining 2011 09

1. Data-mining, Hadoop and the Single Node 2. Map-Reduce Input Output Shuffle 3. MapR's Streaming Performance Read Write 0 250 500 750 1000 1250 1500 1750 2000 2250…

Technology Oscon Data 2011 Ted Dunning

1. Hands-on Classification 2. Preliminaries • Code is available from github: – [email protected]:tdunning/Chapter-16.git • EC2 instances available • Thumb drives also…

Documents agresti-1992-exact-inference

A Survey of Exact Inference for Contingency Tables Alan Agresti Statistical Science, Vol. 7, No. 1. (Feb., 1992), pp. 131-153. Stable URL: http://links.jstor.org/sici?sici=0883-4237%28199202%297%3A1%3C131%3AASOEIF%3E2.0.CO%3B2-A…