Less is More: Compact Matrix Decomposition for Large Sparse Graphs Jimeng Sun Yinglian Xie Hui Zhang Christos Faloutsos Carnegie Mellon University

Source URL: www.cs.cmu.edu

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 Matrix-Vector Multiply on the Keystone II Digital Signal Processor

Source URL: www.ieee-hpec.org

Online-to-Confidence-Set Conversions and Application to Sparse Stochastic Bandits Yasin Abbasi-Yadkori Dept. of Computing Science University of Alberta

Source URL: webdocs.cs.ualberta.ca

• Econometrics
• Machine learning
• Statistical theory
• Probability distributions
• Online machine learning
• Loss function
• Big O notation
• Sample complexity
• Confidence interval
• Normal distribution
• Matrix
• Algorithm

Orthogonal Matching Pursuit with Replacement Prateek Jain Microsoft Research India Bangalore, INDIA

Source URL: dept.stat.lsa.umich.edu

• Numerical linear algebra
• Mathematics
• Information science
• Dimension reduction
• Sparse approximation
• Information retrieval
• Locality-sensitive hashing
• Thresholding
• Matrix
• Sparse matrix
• Wavelet

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS—I: REGULAR PAPERS, VOL. 59, NO. 1, JANUARYAn I/O Bandwidth-Sensitive Sparse Matrix-Vector Multiplication Engine on FPGAs

Source URL: www.ece.iastate.edu

Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x - Supplementary Material Evangelos E. Papalexakis∗ Christos Faloutsos ∗

Source URL: talukdar.net

Low-Rank and Sparse Matrix Decomposition for Accelerated Dynamic MRI with Separation of Background and Dynamic Components Ricardo Otazo1, Emmanuel Candès2, Daniel K. Sodickson1 1 Department of Radiology, NYU School of

Source URL: statweb.stanford.edu

Optimization of Sparse Matrix-Vector Multiplication on Emerging Multicore Platforms Samuel Williams∗†, Leonid Oliker∗, Richard Vuduc§, John Shalf∗, Katherine Yelick∗†, James Demmel† CRD/NERSC, Lawrence Ber

Source URL: cscads.rice.edu