22 citations · 58 across the 13 of their papers we have counts for
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math.OC2019★ 11 cited
A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics
Anirudha Majumdar, Georgina Hall, Amir Ali Ahmadi
Historically, scalability has been a major challenge to the successful application of semidefinite programming in fields such as machine learning, control, and robotics. In this pa…
math.OC2019★ 4 cited
Engineering and Business Applications of Sum of Squares Polynomials
Georgina Hall
Optimizing over the cone of nonnegative polynomials, and its dual counterpart, optimizing over the space of moments that admit a representing measure, are fundamental problems that…