Some code snippets | ||

ADMM DECODE - fast decoding of error correcting codes by linear programming w/ Xishuo Liu, Siddharth Barman, and Stark Draper | [C code] [report] | |

HOTTOPIXX - fast, parallel non-negative matrix factorization via linear programming w/ Victor Bittorf, Chris Re, and Joel Tropp | [C code] [report] | |

HOGWILD! - lock-free, parallel stochastic gradient descent w/ Chris Re, Steve Wright, Feng Niu | [C code] [report] | |

JELLYFISH - parallel code for matrix factorizations w/ Chris Re | [C code] [report] | |

GROUSE - stochastic gradient code for subspace tracking. This particular code runs a column-wise matrix completion demo. w/ Laura Balzano | [Matlab code] [report] | |

RANDOM KITCHEN SINKS - code for generating random features for large scale learning problems.
w/ Ali Rahimi | [Matlab code] [report] | |

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