Jonathan Scarlett and Volkan Cevher Supplementary Material for “Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices” (AISTATS 2016, Jonathan Scarlett and Volkan Cevher) Note that all

Source URL: jmlr.org

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

Sparse Bayesian Multi-Task Learning C´edric Archambeau, Shengbo Guo, Onno Zoeter Xerox Research Centre Europe {Cedric.Archambeau, Shengbo.Guo, Onno.Zoeter}@xrce.xerox.com

Source URL: www0.cs.ucl.ac.uk

Journal of Machine Learning Research–1959 Submitted 10/05; PublishedA Unifying View of Sparse Approximate Gaussian Process Regression

Source URL: jmlr.org

• Mathematical analysis
• Statistical theory
• Probability theory
• Normal distribution
• Stable distributions
• Multivariate normal distribution
• Regression analysis
• Gaussian process
• Kalman filter

Supplementary material to `Statistical and computational trade-offs in estimation of sparse principal components'

Source URL: www.statslab.cam.ac.uk

Normal Estimation for Pointcloud using GPU based Sparse Tensor Voting Ming Liu, Franc¸ois Pomerleau, Francis Colas, Roland Siegwart Autonomous Systems Lab, ETH Zurich, Switzerland [ming.liu, francois.pomerleau, francis.

Source URL: ram-lab.com

• Dimension reduction
• Multivariate statistics
• Image segmentation
• Multilinear algebra
• Tensor
• General-purpose computing on graphics processing units
• Principal component analysis
• K-nearest neighbors algorithm
• Range segmentation

Accuracy guaranties for `1 recovery of block-sparse signals Anatoli Juditsky∗ Fatma Kılın¸c Karzan† Arkadi Nemirovski‡

Source URL: arxiv.org

Normal Estimation for Pointcloud using GPU based Sparse Tensor Voting Ming Liu, Franc¸ois Pomerleau, Francis Colas, Roland Siegwart Autonomous Systems Lab, ETH Zurich, Switzerland [ming.liu, francois.pomerleau, francis.

Source URL: www.ram-lab.com

IASC2008: December 5-8, Yokohama, Japan Sparse learned representations for image restoration Julien Mairal1 1

Source URL: lear.inrialpes.fr

IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING 1 Codebook based Audio Feature Representation for Music Information Retrieval

Source URL: bmcfee.github.io

• Vectors
• Abstract algebra
• Linear algebra
• Vector quantization
• Representation theory of Lie groups
• Lie algebras
• Code
• K-means clustering
• Lasso
• Four-vector
• Euclidean vector
• Sparse approximation