Metric Learning

Online Resources for metric learning.

• Deep Learning

• Statistical Learning Theory Readings

• Statistical Tools for Finance and Insurance

• CSC 560: Web Mining

• Linear Algebra | Mathematics | MIT OpenCourseWare

• Similarity, Difference and Distance

• 4.5. Pairwise metrics, Affinities and Kernels — scikit-learn 0.15-git documentation

• Course on Information Theory, Pattern Recognition, and Neural Networks - VideoLectures - VideoLectures.NET

Professor Dacheng Tao

• MahNMF: Manhattan Non-negative Matrix Factorization

• Hamming Compressed Sensing Paper and Site

• Go Decomposition (GoDec): Randomized Low-rank and Sparse Matrix Decomposition in Noisy Case;
  Fast Algorithm for Visual Analysis, Matrix Completion and Multi-label Learning

Research Code

DistLearnKit

by Liu Yang and Prof. Rong Jin

A Matlab Toolkit for Distance Metric Learning

Reproducible Research in Computational Science

by Xin Li

Semi-Supervised Learning Software

by Jake Yang and Xiaojin Zhu

南京大学 - 机器学习与数据挖掘研究所

Sparse metric learning and others

by Yiming Ying

[MATLAB and Octave Functions

for Computer Vision and Image Processing](http://www.csse.uwa.edu.au/~pk/research/matlabfns/) ###
by Peter Kovesi

Unconstrained Optimization of Differentiable Real-valued Multivariate Functions

by Mark Schmidt

LFW : Results

Matlab Toolbox

Machine Learning with MATLAB

by Abhishek Gupta

Deep Learning Toolbox

by Rasmus Berg Palm

Multi Class Support Vector Machine

by Anand Mishra

Computing Pairwise Distances and Metrics

by Dahua Lin

• Active Contours

• Nilanjan’s Image Analysis Software

• 计算机视觉、机器学习相关领域论文和源代码大集合–持续更新…… - zouxy09的专栏 - 博客频道 - CSDN.NET

• Computing Pairwise Distances and Metrics - File Exchange - MATLAB Central

Online Video

Distance Metric Learning for Kernel Machines

by Kilian Weinberger