Power Laws in Deep Learning

Power Laws in Deep Learning

In pretrained, production quality DNNs,  the weight matrices for the Fully Connected (FC ) layers display Fat Tailed Power Law behavior. comments By Charles Martin, Machine Learning Specialist Why Does Deep Learning Work ?    If we could get a better...

Machine Learning Cheat Sheets

Machine Learning Cheat Sheets

Check out this collection of machine learning concept cheat sheets based on Stanord CS 229 material, including supervised and unsupervised learning, neural networks, tips & tricks, probability & stats, and algebra & calculus. By Matthew Mayo, KDnugge...