Resources on Machine Learning for Hashing | Awesome Learning to Hash Add your paper to Learning2Hash

Conferences and Workshops

Introductory Video Material

Please also see the excellent tutorial slides of Dr. Wu-Jun Li for a nice introduction to the field.

Dr Victor Lavrenko has two excellent youtube videos here and here, describing the basics of locality sensitive hashing (LSH). These are ideal for those just entering the field or curious how to apply the method to their problem domain.

The 2017 Rice Machine Learning Workshop: Hashing Algorithms for Large-Scale Machine Learning:

Survey Papers

The reader is encouraged to further explore the following survey publications:

Pre-Processed Datasets for Download


A few university courses are been taught covering aspects of machine of efficient computing. Below there are a few that have publicly available material:

Blog Posts

Blog posts provide a great way to learn about cutting edge research and ideas. Here are a few of our favourites:

Hashing Software Packages


Some favourite books on the general topic of large-scale machine learning:

Please, feel free to submit a pull request to adding more links in this page.