Message passing with l1 penalized KL minimization Yuan Qi Departments of Computer Science and Statistics, Purdue University, West Lafayette, INUSA Yandong Guo

Source URL: jmlr.org

• Graphical models
• Mathematics
• KullbackLeibler divergence
• Thermodynamics
• Belief propagation
• Markov random field
• Information theory
• Divergence
• Discrete mathematics
• Applied mathematics

University of Washington Department of Computer Science and Engineering / Department of Statistics CSEStat 592 Machine Learning (Statistics) for Big Data Homework 2 Winter 2013 Issued: Thursday, January 31, 2013

Source URL: courses.cs.washington.edu

Fast Randomized Kernel Ridge Regression with Statistical Guarantees∗ Ahmed El Alaoui † Michael W. Mahoney ‡ † Electrical Engineering and Computer Sciences ‡ Statistics and International Computer Science Institu

Source URL: www.stat.berkeley.edu

• Algebra
• Linear algebra
• Mathematics
• Matrix theory
• Numerical linear algebra
• Functional analysis
• Mathematical physics
• Normal distribution
• Low-rank approximation
• Eigendecomposition of a matrix
• Eigenvalues and eigenvectors
• Matrix

University of Washington Department of Computer Science and Engineering / Department of Statistics CSEStat 592 Machine Learning (Statistics) for Big Data Homework 1 Winter 2013 Issued: Tuesday, January 15, 2013

Source URL: courses.cs.washington.edu

Some thoughts on security after ten years of qmail 1.0 Daniel J. Bernstein Department of Mathematics, Statistics, and Computer Science (M/C 249) University of Illinois at Chicago, Chicago, IL 60607–7045, USA

Source URL: css.csail.mit.edu

Curriculum Vitae: Dianne Helen CookDepartment of Econometrics and Business Statistics, Monash University Office Address: E762A Menzies

Source URL: dicook.github.io

• Visualization
• Software
• Application software
• Infographics
• Computing
• Free statistical software
• GGobi
• Computational science
• Computer graphics
• Exploratory data analysis
• Parallel coordinates
• Data visualization

Multi-task and Transfer Learning Massimiliano Pontil Department of Computer Science Centre for Computational Statistics and Machine Learning University College London

Source URL: mlss.tuebingen.mpg.de

A Two-Level Generative Model for Cloth Representation and Shape from Shading Feng Han and Song-Chun Zhu Departments of Computer Science and Statistics University of California, Los Angeles Los Angeles, CA 90095

Source URL: www.stat.ucla.edu

PARAMETER ESTIMATION IN TOTAL VARIATION BLIND DECONVOLUTION S. Derin Babacan1 , Rafael Molina2 , Aggelos K. Katsaggelos1 1 Department of Electrical Engineering and Computer Science

Source URL: decsai.ugr.es

• Statistics
• Mathematical analysis
• Probability
• Probability distributions
• Image processing
• Infinitely divisible probability distributions
• Bayesian statistics
• Signal processing
• Gamma distribution
• Normal distribution
• Deconvolution
• Convolution

Robust Structural Metric Learning Daryl K. H. Lim Department of Electrical and Computer Engineering, University of California, San Diego, CAUSA Brian McFee

Source URL: bmcfee.github.io

• Statistics
• Information science
• Information retrieval
• Machine learning
• Learning to rank
• Monotone likelihood ratio
• K-nearest neighbors algorithm
• Random sample consensus