Sotabase

Career

· Research Leadership, Snorkel AI2020–
· Assistant Professor, Computer Sciences Department, University of Wisconsin-Madison2020–
· Postdoctoral Researcher, Stanford University2017–2020
· Research Intern, Samsung Semiconductor Inc.2015–2015
· Research Intern, NASA Jet Propulsion Laboratory2014–2014
· Ph.D. Candidate In Electrical Engineering, UCLA LORIS Lab2013–2017
· Doctor of Philosophy (Ph.D.), Electrical Engineering, University of California, Los Angeles2013–2016
· Masters Student, Electrical Engineering, UCLA2011–2013
· Master of Science (M.S.), Electrical Engineering, University of California, Los Angeles2011–2013
· Software Design Engineer, Microsoft2010–2011
· BS, Electrical Engineering, University of Michigan2006–2010

Publications (86)

International Conference on Machine Learning · 2018
471
cited
Annual Meeting of the Association for Computational Linguistics · 2020
447
cited
International Conference on Learning Representations · 2022
256
cited
Learning Mixed-Curvature Representations in Product Spaces
International Conference on Learning Representations · 2018
223
cited
AAAI Conference on Artificial Intelligence · 2018
217
cited
International Conference on Machine Learning · 2020
126
cited
IEEE Transactions on Information Theory · 2016
90
cited
International Symposium on Information Theory · 2017
71
cited
International Conference on Machine Learning · 2019
68
cited
IEEE Transactions on Communications · 2012
44
cited
40
cited
39
cited
Neural Information Processing Systems · 2019
33
cited
International Conference on Learning Representations · 2021
33
cited
International Conference on Artificial Intelligence and Statistics · 2020
31
cited
Asilomar Conference on Signals, Systems and Computers · 2017
30
cited
Efficient Representation Learning for Higher-Order Data With Simplicial Complexes
LOG IN · 2022
28
cited
2013 IEEE International Symposium on Information Theory · 2013
25
cited
Sotabase
Frederic Sala | Researcher Profile | Sotabase | Sotabase