David Arbour is a Senior Research Scientist at Adobe, leveraging his PhD from the University of Massachusetts Amherst. He specializes in the intersection of causal inference, machine learning, and experimentation, developing tools that help businesses understand the impact of product changes and make data-driven decisions.
His fascination with causality began during his masters program, sparked by a professor who is now one of his bosses at Adobe.
David Arbour
Senior Research Scientist at Adobe
Charlottesville, Virginia, United States
Overview
Topics They Care About
Causal Inference
Central to his research at Adobe, focusing on using data to understand the effects of actions and enable better business decision-making.
AI-driven Experimentation
Develops advanced methods for A/B testing, allowing companies to continuously monitor experiments to understand the impact of new features and product changes.
Relational Data Models
His PhD research and several key publications focus on learning causal models from relational and network-based data.
Media Appearances
David has no verified media appearances
Work History
11-2018
Senior Research Scientist at Adobe
10-2016 - 11-2018
Research Scientist in Core Data Science at Facebook
9-2010 - 11-2016
Graduate Student at University of Massachusetts Amherst
Intern at Apple
6-2010 - 1-2011
Intern at Vertica Systems
Education
Doctor of Philosophy (PhD) from University of Massachusetts Amherst
M.S. from University of Massachusetts Amherst
More Information
Social Presence :
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Exp : 15
Location : Charlottesville, Virginia, United States
Job Level : N/A
Designation : Senior Research Scientist at Adobe
