Large Scale Machine Learning and Other Animals

Recently, while working on our Shotgun large scale sparse logistic regression code , I learned some cool programming trick from Aapo Kyrola,...

One of the greatest things about writing a blog is in getting interesting feedback from the readers. (I mean if no one reads it - why bother...

I got inquiries from several companies who wanted to use shotgun, our large scale sparse logistic regression / lasso solver. I thought about...

A few days ago, I wrote about our new ICML paper , which discusses how to speed up L1 regularized loss (either LASSO or logistic regression...