ML beyond Curve Fitting: An Intro to Causal Inference and do-Calculus · May 24, 2018

The Lottery Ticket Hypothesis - Paper Recommendation · May 10, 2018

Goals and Principles of Representation Learning · April 12, 2018

Pruning Neural Networks: Two Recent Papers · February 6, 2018

My notes on (Liang et al., 2017): Generalization and the Fisher-Rao norm · January 25, 2018

The Generalization Mystery: Sharp vs Flat Minima · January 18, 2018

Alchemy, Rigour and Engineering · December 7, 2017

Grosse's challenge: duality and exponential families · November 29, 2017

Thanksgiving Special 🦃: GANs are Being Fixed in More than One Way · November 23, 2017

A Cookbook for Machine Learning: Vol 1 · November 16, 2017