2 papers
stat.CO2021
Scalable Econometrics on Big Data -- The Logistic Regression on Spark
Aurélien Ouattara, Matthieu Bulté, Wan-Ju Lin +6
Extra-large datasets are becoming increasingly accessible, and computing tools designed to handle huge amount of data efficiently are democratizing rapidly. However, conventional s…
math.OC2016
Duality Approach to Bilevel Programs with a Convex Lower Level
Aurélien Ouattara, Anil Aswani
Bilevel programs are optimization problems where some variables are solutions to optimization problems themselves, and they arise in a variety of control applications, including: c…