Here are “companion web pages” to some research seminars that I have recently presented. Each web page below contains slides, code, links to papers, and a bullet point abstract.
August 2017: Learning Continuous Semantic Representations of Symbolic Expressions. International Conference on Machine Learning (ICML). Sydney, Australia.
June 2017: Machine Learning for Data Exploration and Generation. EdIntelligence student seminar, Edinburgh.
June 2017: Statistical Analysis of Computer Program Text sourced tech talk, Moscow, Russia.
April 2017: Statistical Analysis of Computer Program Text Amazon Development Centre Scotland.
January 2017: Machine Learning for Data Exploration, University of Glasgow.
December 2016: Learning Program Representations: Symbols to Vectors to Semantics NIPS Neural Abstract Machines & Program Induction (NAMPI) workshop. Barcelona, Spain. 10 December 2016
You and Your Code: Principles of Research Software Engineering: Lecture aimed at undergraduate computer science students to understand some of the ideas behind programming in research
This collection is a recent experiment on my part, inspired by a famous essay from Edward Tufte. Find out more about the philosophy behind the experiment.