1.2k citations · 1.6k across the 35 of their papers we have counts for
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math.OC2019★ 9 cited
Learning Convex Optimization Control Policies
Akshay Agrawal, Shane Barratt, Stephen Boyd +1
Many control policies used in various applications determine the input or action by solving a convex optimization problem that depends on the current state and some parameters. Com…
math.OC2019★ 14 cited
Online Mixed-Integer Optimization in Milliseconds
Dimitris Bertsimas, Bartolomeo Stellato
We propose a method to solve online mixed-integer optimization (MIO) problems at very high speed using machine learning. By exploiting the repetitive nature of online optimization,…