Latest News and Events

The SAMSI-FODAVA Workshop on Interactive Visualization and Analysis of Massive Data will be held on December 10-12, 2012.
Posted: October 02, 2012
The FODAVA Annual Meeting will immediately follow (Dec 12-13) the SAMSI/FODAVA joint workshop at the same location.
Posted: September 05, 2012
Many of the modern data sets such as text and image data can be represented in high-dimensional vector spaces and have benefited from computational methods that utilize advanced techniques from num
Posted: June 30, 2012

Technical Reports

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[2012] MapReduce for Bayesian Network Parameter Learning using the EM Algorithm
Authors: Aniruddha Basak, Irina Brinster, Ole J. Mengshoel
[2012] Multi-Source Learning for Joint Analysis of Incomplete Multi-Modality Neuroimaging Data
Authors: Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye
[2012] Multiscale Geometric and Spectral Analysis of Plane Arrangements
Authors: Guangliang Chen, Mauro Maggioni
[2012] Multiscale Geometric Methods for Data Sets I: Multiscale SVD, Noise and Curvature
Authors: Anna V. Little, Mauro Maggioni, Lorenzo Rosasco
[2012] Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis
Authors: William K. Allard, Guangliang Chen, Mauro Maggioni
[2012] One Permutation Hashing
Authors: Ping Li, Art B Owen, Cun-Hui Zhang
[2012] Primal-dual First-order Methods with O(1/e) Iteration-complexity for Cone Programming
Authors: Guanghui Lan, Zhaosong Lu, Renato D.C. Monteiro
[2012] Probabilistic Soft Logic for Trust Analysis in Social Networks
Authors: Bert Huang, Angelika Kimmig, Lise Getoor, Jennifer Golbeck
[2012] Proximity-based Visualization of Movement Trace Data
Authors: Tarik Crnovrsanin, Chris Muelder, Carlos Correa, and Kwan-Liu Ma