Dan Roberts (Preferred)
Daniel Adam Roberts
Daniel A Roberts
Dan Roberts
Affiliate Researcher, Massachusetts Institute of Technology
Joined
August 2018
Names
,
,
Emails
****@fb.com (Confirmed)
****@gmail.com (Confirmed)
****@diffeo.com (Confirmed)
****@ias.edu (Confirmed)
****@mit.edu (Confirmed)
****@salesforce.com (Confirmed)
Personal Links
Career & Education History
Affiliate Researcher
Massachusetts Institute of Technology (mit.edu)
2020 – Present
AI Fellow
Sequoia Capital (sequoiacap.com)
2023 – 2024
Principal Researcher
SalesForce.com (salesforce.com)
2019 – 2023
Research Scientist
Facebook (fb.com)
2018 – 2019
Co-Founder, CTO
Diffeo (diffeo.com)
2012 – 2019
Postdoc
Institue for Advanced Study, Princeton (ias.edu)
2016 – 2018
PhD student
Massachusetts Institute of Technology (mit.edu)
2011 – 2016
MS student
University of Oxford (oxford.ac.uk)
2010 – 2011
MS student
University of Cambridge (cam.ac.uk)
2009 – 2010
Undergrad student
Duke University (duke.edu)
2005 – 2009
Advisors, Relations & Conflicts
Coworker, collaborator
John Frank
2012 – 2023
Postdoc Advisor
Juan Maldacena
2016 – 2018
PhD Advisor
Douglas Stanford
2011 – 2016
Expertise
large-width
, large-n
, renormalization
, thermodynamic limit
2019 – Present
robust learning
, adversarial regularization
2019 – Present
machine learning
, artificial intelligence
2018 – Present
optimization
, sgd
, generalization error
2018 – Present
theoretical physics
2011 – Present