Associate Professor of Machine Learning, University of Oxford @OATML_Oxford Group Leader
master's student @hhwpku has written a wonderful blog post about his journey developing a model for the @NeurIPSConf Shifts Challenge - take a stab at it if you think you can top the leaderboard!
an extremely interesting thread about ML reductionism
Also an awesome blog post:
Other brilliant introductory material for the general public (about the "valley of right enough" and the probabilistic view of ML) is a book written by @ChrisBishopMSFT @johnmwinn and others, with the first chapter titled "A Murder Mystery"
Worth a read; by @lawrennd
A good article by ML researchers and Googlers leading a team which actually does deep learning for face recognition; tldr: the original publication was quite flawed