Pablo A. Parrilo

Affiliations: 
Massachusetts Institute of Technology, Cambridge, MA, United States 
 2000 California Institute of Technology, Pasadena, CA 
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"Pablo Parrilo"

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John Comstock Doyle grad student 2000 Caltech
 (Structured semidefinite programs and semialgebraic geometry methods in robustness and optimization.)
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Publications

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Altschuler JM, Parrilo PA. (2020) Lyapunov Exponent of Rank-One Matrices: Ergodic Formula and Inapproximability of the Optimal Distribution Siam Journal On Control and Optimization. 58: 510-528
Legat B, Parrilo P, Jungers R. (2020) Certifying Unstability of Switched Systems Using Sum of Squares Programming Siam Journal On Control and Optimization. 58: 2616-2638
Permenter F, Parrilo PA. (2020) Dimension reduction for semidefinite programs via Jordan algebras Mathematical Programming. 181: 51-84
Gürbüzbalaban M, Ozdaglar AE, Parrilo PA. (2019) Convergence Rate of Incremental Gradient and Incremental Newton Methods Siam Journal On Optimization. 29: 2542-2565
Legat B, Parrilo PA, Jungers RM. (2019) An Entropy-Based Bound for the Computational Complexity of a Switched System Ieee Transactions On Automatic Control. 64: 4623-4628
Fawzi H, Saunderson J, Parrilo PA. (2019) Semidefinite Approximations of the Matrix Logarithm Foundations of Computational Mathematics. 19: 259-296
Gürbüzbalaban M, Ozdaglar A, Parrilo P. (2019) Why Random Reshuffling Beats Stochastic Gradient Descent Mathematical Programming. 1-36
Permenter F, Parrilo PA. (2018) Partial facial reduction: simplified, equivalent SDPs via approximations of the PSD cone Mathematical Programming. 171: 1-54
Fawzi H, Saunderson J, Parrilo PA. (2017) Equivariant semidefinite lifts of regular polygons Mathematics of Operations Research. 42: 472-494
Cifuentes D, Parrilo PA. (2017) Chordal Networks of Polynomial Ideals Siam Journal On Applied Algebra and Geometry. 1: 73-110
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