mloss | Projects that are tagged with coordinate descent.

Projects that are tagged with coordinate descent.

Output Kernel Learning 2.0

by posaune - March 22, 2012, 11:34:58 CET [ ] 14883 views, 2512 downloads, 0 subscriptions

About: A Matlab script for learning vector-valued functions and kernels on the output space.

Changes:

Added code for learning low-rank output kernels.

Authors: Francesco Dinuzzo
License: Gpl Version 3 Or Later
Programming Language: Matlab

Operating System: Agnostic
Data Formats: Matlab
Tags: Coordinate Descent, Kernel Learning

SCD 2.1

by ambujtewari - December 3, 2009, 22:21:45 CET [ ] 19875 views, 3619 downloads, 0 subscriptions

About: A (randomized) coordinate descent procedure to minimize L1 regularized loss for classification and regression purposes.

Changes:

Fixed some I/O bugs. Lines that ended with whitespace were not read correctly in the previous version.

Authors: Shai Shalev Shwartz, Ambuj Tewari
License: Gnu Gpl
Programming Language: C++

Operating System: Agnostic
Data Formats: Ascii
Tags: Coordinate Descent, L1 Regularization, Large Datasets