Sep 23–26, 2019

David Mack
Cofounder, Octavian

David Mack is a founder and machine learning engineer at Octavian.ai, exploring new approaches to machine learning on graphs. Previously, he cofounded SketchDeck, a Y Combinator-backed startup providing design as a service. He holds an MSci in mathematics and the foundations of computer science from the University of Oxford and a BA in computer science from the University of Cambridge.

Sessions

3:45pm–4:25pm Thursday, September 26, 2019

Location: 1A 12/14

An introduction to machine learning on graphs

Data Science, Machine Learning, & AI

Secondary topics: Financial Services

David Mack (Octavian)

Graphs are a powerful way to represent knowledge. Organizations, in fields such as biosciences and finance, are starting to amass large knowledge graphs, but they lack the machine learning tools to extract insights from them. David Mack offers an overview of what insights are possible and surveys the most popular approaches. Read more.