Sotabase

Career

· Postdoctoral Researcher, Columbia University2025–
· Junior Fellow, Simons Society of Fellows2025–
· Assistant Professor, University of Illinois Urbana-Champaign2025–
· PhD in Computer Science, Harvard University2016–2022
· B.S. in Mathematics and Computer Science, Carleton College2014–
· Software Engineer, MongoDB2014–

Publications (8)

Learning Certifiably Optimal Rule Lists
Knowledge Discovery and Data Mining · 2017
200
cited
Differentially Private Simple Linear Regression
Proceedings on Privacy Enhancing Technologies · 2020
60
cited
Learning to Prune: Speeding up Repeated Computations
Annual Conference Computational Learning Theory · 2019
23
cited
Hypothesis Testing for Differentially Private Linear Regression
Neural Information Processing Systems · 2022
15
cited
Theory of Computing
2013
7
cited
Systems Optimizations for Learning Certifiably Optimal Rule Lists
2018
4
cited
Sotabase
Daniel Alabi | Researcher Profile | Sotabase | Sotabase