Slide 1Scaling Multivariate Statistics to Massive Data Algorithmic problems and approaches Alexander Gray Georgia Institute of Technology www.fast-lab.org Slide 2 Core methods…
Slide 1Foundations of Technical Analysis: Computational Algorithms, Statistical Inference, and Empirical Implementation Written by Andrew W.Lo, Harry Mamaysky, and Jiang…
Slide 1Feature Selection for Supervised and Unsupervised Learning Mário A. T. Figueiredo Institute of Telecommunications, and Instituto Superior Técnico Technical University…
1.Chapter 6CLASSIFIERS Chapter 6 CLASSIFIERSClassification is defined as “the act of forming into a class or classes; a distribution into groups, as classes, orders, families,…
1. 1 Kernel Bayes’ Rule Yan Xu [email protected] Kernel based automatic learning workshop University of Houston April 24, 2014 K. Fukumizu, L. Song, A. Gretton, “Kernel Bayes’…
Slide 1 F. Jay Breidt *,** Colorado State University Jean D. Opsomer ** Iowa State University (+ more folks acknowledged soon) Research supported by EPA STAR Grants R-82909501…
Slide 1 Speaker: Yi-Fan Chang Adviser: Prof. J. J. Ding Date: 2011/10/21 Slide 2 What is machine learning? Learning system model Training and testing Performance…
Slide 1 Finding outliers in multivariate data with measurement errors Somak Raychaudhury School of Physics and Astronomy Jianyong Sun and Ata Kabán School of Computer Science…