455 citations · 971 across the 43 of their papers we have counts for
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math.OC2021
Stable Online Control of Linear Time-Varying Systems
Guannan Qu, Yuanyuan Shi, Sahin Lale +2
Linear time-varying (LTV) systems are widely used for modeling real-world dynamical systems due to their generality and simplicity. Providing stability guarantees for LTV systems i…
math.OC2020★ 2 cited
Competitive Mirror Descent
Florian Schäfer, Anima Anandkumar, Houman Owhadi
Constrained competitive optimization involves multiple agents trying to minimize conflicting objectives, subject to constraints. This is a highly expressive modeling language that…
math.OC2019
Competitive Gradient Descent
Florian Schäfer, Anima Anandkumar
We introduce a new algorithm for the numerical computation of Nash equilibria of competitive two-player games. Our method is a natural generalization of gradient descent to the two…