Ian Gemp
Scholar

Ian Gemp

Google Scholar ID: 5vo3MeEAAAAJ
Google DeepMind
machine learningartificial intelligenceoptimizationgame theorydynamical systems
Citations & Impact
All-time
Citations
1,293
 
H-index
17
 
i10-index
22
 
Publications
20
 
Co-authors
53
list available
Resume (English only)
Academic Achievements
  • Conference publications have been recognized with awards in areas of eigendecomposition, equilibrium computation, and social choice theory.
Research Experience
  • [{'Position': 'Research Scientist', 'Institution': 'Google DeepMind', 'Duration': '2019 - Present'}, {'Position': 'Research Assistant', 'Institution': 'UMass Amherst', 'Duration': '2013 - 2018'}, {'Position': 'Applied Scientist Intern', 'Institution': 'AWS AI Algorithms', 'Duration': 'Summer 2018'}, {'Position': 'Data Science Intern', 'Institution': 'Adobe Research', 'Duration': 'Summer+Fall 2016'}, {'Position': 'Consultant', 'Institution': 'Capgemini SA&I', 'Duration': '2011-2013'}, {'Position': 'Research Assistant', 'Institution': 'Northwestern University', 'Duration': '2007-2010'}, {'Position': 'Research Assistant', 'Institution': 'UT Medical Center', 'Duration': 'Summer 2008/2009'}]
Education
  • [{'Degree': 'PhD', 'School': 'University of Massachusetts Amherst', 'Advisor': 'Sridhar Mahadevan', 'Year': '2018', 'Field': 'Computer Science'}, {'Degree': 'MS', 'School': 'University of Massachusetts Amherst', 'Year': '2016', 'Field': 'Computer Science'}, {'Degree': 'MS', 'School': 'Northwestern University', 'Year': '2011', 'Field': 'Applied Mathematics'}, {'Degree': 'BS', 'School': 'Northwestern University', 'Year': '2010', 'Field': 'Mechanical Engineering/Applied Mathematics'}, {'Degree': 'High School', 'School': 'Kinkaid', 'Year': '2006'}]
Background
  • Research interests include developing equilibrium algorithms and novel game-theoretic formulations of learning problems. His research at the intersection of LLMs and game theory has been featured in Wired and Quanta magazine.
Miscellany
  • Personal interests not mentioned