A followup piece to my intro to ML reductions. Covers one-against-all, weighted one-against-all, the Costing algorithm, and the one classifier trick.
Tag Archives: machinelearning
November 29, 2018
November 6, 2018
Machine Learning Reductions & Mother Algorithms, Part I: An Introduction
Part I in a series on reducing complex machine learning problems to simpler sub-problems.
Disclaimer: I wrote this piece.
April 20, 2018
This morning, I published a piece online learning, i.e. making machines learn in close to real time.
December 30, 2017
Introducing one of the best hacks in machine learning: the hashing trick
Disclaimer: I wrote this piece.
December 20, 2017
Why Computer Scientists Can’t Explain How Their Machine Learning Algorithms Actually Work
A pretty good high-level explanation of the black-box problem found in e.g. neural networks.
November 28, 2017
A history of machine learning
A nice timeline visualisation by Google.