GraphLab

A New Parallel Framework for Machine Learning

Partners

GraphLab Partners

Research Partners

Prof. Joseph Hellerstein
Prof. Alexander Smola
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Lead researcher: Dr. Theodore Willke, Intel Labs. read more.

Companies using GraphLab

CompanyDomain
Smarttype.org Social network discovery
Rummble Labs Personal recommendations
Change.org Campaign management
ismion Large scale machine learning consulting

Universities using GraphLab (partial list)


Akshay Bhat, Graduate Student
Label propagation using GraphLab

Rajat Raychaudhuri
Stock Market Predictions

Nottingham University
Jeffrey04 (Choon Siang Lai).

Sanmi Koyejo

Yun Teng, UCSB
KDT Toolbox GaBP vs. GraphLab GaBP

Durgesh kumar, Community detection in social networks.

Chaitanya, New Mexico State Unviersity, collaborative filtering

Jeff Huang
Collaborative Filtering

Daniel Zerbino University of California, Santa Cruz
Smoothing genomic sequences using GaBP

Young Cha, UCLA, Topic modeling.

Carnegie Mellon University
NLP, Clustering, Freq. Pattern Miniming

Gujarat Technical University
Sagar Soni, Collaborative filtering

Josh Ash, Ohio State University, Bayesian Hyperspectral imaging.

Justin Gardin, Stoney Brook University, NMF applied to motif factorization

Guangyao Cheng (Yoyo), Chinese Academy of Science, Collaborative Filtering.

Yao Wu and Qiang Yan, Institute of Automation, Chinese Academy of Science, Collaborative filtering.

Hsiang-Fu Yu, University of Austin Texas, Collaborative Filtering.

Laleh Soltan, University of Waterloo, Non-parametric belief propagation.

Nico Piatkowski, Durtmond University, Parallel inference in graphical models.

Gregor Gorjanc, ljubljana university, Solving large systems of equations for genetic evaluation of livestock using Gaussian belief propagation.


Are you using GraphLab? Send us an email to bickson@cs.cmu.edu and we will add you to our list!