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Growing Neural Gas Self-Organizing Neural Network (Master's Thesis - PDF)

Log-linear Models and Conditional Random Fields by Charles Elkan (UC- Berkeley)

A Short Course on Graphical Models (Stanford)

Independent component analysis and SVM in magnetic resonance imaging

Polar Represenation of Image (Code + Brief Article)

The Wavelet Tutorial.

The Physics and Chemistry of Love

Semisupervised Learning Approaches (Tom Mitchell)

Deep Belief Nets - NIPS

Asperger's Syndrome on Screen and Life

Electroadhesive Robotic Climbers

Lars Onsager Lecture on Compressed Sensing Part-1 By Terence Tao (Youtube)

Notes on Bioinformatics (PDF)

Top 100 SVM Publications