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Xueyu Mao's Projects

fast-detection-of-overlapping-communities-via-online-tensor-methods icon fast-detection-of-overlapping-communities-via-online-tensor-methods

We present a fast tensor-based approach for detecting hidden overlapping communities under the Mixed Membership Stochastic Blockmodel (MMSB). We present two implementations, viz., a GPU-based implementation which exploits the parallelism of SIMD architectures and a CPU-based implementation for larger datasets, wherein the GPU memory does not suffice.

gfm icon gfm

gFM: An Efficient Solver for generalized Factorization Machine

gpfm icon gpfm

Gaussian Process Factorization Machines for Context-aware Recommendations

libfm icon libfm

Library for factorization machines

phraug icon phraug

A set of simple Python scripts for pre-processing large files

polylearn icon polylearn

A library for factorization machines and polynomial networks for classification and regression in Python.

sketch icon sketch

A MATLAB toolbox of sketching algorithms for low-rank matrix approximation

svn-to-git icon svn-to-git

Scripts to convert a Subversion repository to Git.

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