FAST BAYESIAN COMPRESSIVE SENSING USING LAPLACE PRIORS S. Derin Babacan1 , Rafael Molina2 , Aggelos K. Katsaggelos1 1 2 Department of Electrical Engineering

Source URL: decsai.ugr.es

• Statistics
• Probability
• Mathematical analysis
• Probability distributions
• Linear algebra
• Bayesian statistics
• Laplace distribution
• Compressed sensing
• Marginal likelihood
• Relevance vector machine
• Bayesian network
• Bayesian inference

Sage Worksheet: Linear Algebra in Sage http://localhost:8000/home/admin/127/print To print higher-resolution m ath sy m bols, click the H i-R es Fonts for Printing button on the jsMath control panel.

Source URL: buzzard.ups.edu

Spectral Methods for Indian Buffet Process Inference Hsiao-Yu Fish Tung Machine Learning Department Carnegie Mellon University Pittsburgh, PA 15213

Source URL: sfish0101.bitbucket.org

• Algebra
• Mathematics
• Linear algebra
• Matrix theory
• Higher-order singular value decomposition
• Multilinear algebra
• Singular value decomposition
• Tensor
• Normal distribution
• Principal component analysis
• Pi
• Eigenvalues and eigenvectors

An Introduction to Matlab Version 3.1 David F. Griffiths formerly of

Source URL: jkcray.maths.ul.ie

• Algebra
• Software
• Mathematics
• Linear algebra
• Vectors
• Vector calculus
• Abstract algebra
• Numerical linear algebra
• MATLAB
• Euclidean vector
• Vector space
• Matrix

BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle, Christoph Freudenthaler, Zeno Gantner and Lars Schmidt-Thieme {srendle, freudenthaler, gantner, schmidt-thieme}@ismll.de Machine Learning Lab, Un

Source URL: www.algo.uni-konstanz.de

• Algebra
• Mathematics
• Information science
• Linear algebra
• Matrix theory
• Recommender systems
• Statistical theory
• Collaborative filtering
• Machine learning
• Loss function
• Singular value decomposition
• Artificial neural network

CLASS PROJECT FOR EE225B (SPRING 2006), UNIVERSITY OF CALIFORNIA-BERKELEY 1 Sparse Signal Representation: Image Compression using Sparse Bayesian Learning

Source URL: www.ericbattenberg.com

• Statistics
• Signal processing
• Mathematical analysis
• Probability
• Multivariate statistics
• Numerical linear algebra
• Sparse approximation
• Wavelet
• Filter bank
• Normal distribution
• Matching pursuit
• Linear algebra

! Revised December 8, :51 PM! 1

Source URL: kiwi.atmos.colostate.edu

• Numerical linear algebra
• Numerical analysis
• Rate of convergence
• Spectral method
• Jacobi method
• GaussSeidel method
• Kalman filter
• Multigrid method

Practical Linear Algebra: A Geometry Toolbox Third edition - Chapter 16: The Singular Value Decomposition

Source URL: www.farinhansford.com

The Sparse Matrices Package. Sparse Matrix Calculations and a Linear Algebra Package for Sparse Matrices in REDUCE Stephen Scowcroft Konrad-Zuse-Zentrum f¨ ur Informationstechnik Berlin

Source URL: www.reduce-algebra.com

Practical Linear Algebra: A Geometry Toolbox Third edition - Chapter 20: Curves

Source URL: www.farinhansford.com