Debugging neural networks
This post compiles some tips to build strong baseline models and how to avoid bugs and propose methods to find them when designing a new machine learning system that uses a neural network. They are...
clabrugere
On modeling advertising funnel with multi-task learning
While it is definitely not the greatest thing that appeared on the internet (if you value your user experience or privacy anyway), advertising on digital medium has proved to be a formidable source...
CUDA introduction
Initially developed for 3D rendering in video games, GPU devices probably contributed to a great extent to the cambrian explosion of machine learning, and in particular deep learning because of the...