Pablo A. Parrilo

Pablo A. Parrilo

Massachusetts Institute of Technology

H-index: 62

North America-United States

About Pablo A. Parrilo

Pablo A. Parrilo, With an exceptional h-index of 62 and a recent h-index of 43 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Convex Optimization, Semidefinite Programming, Systems and Control, Applied Mathematics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Convex ternary quartics are sos-convex

Shortest paths in graphs of convex sets

Towards Tight Convex Relaxations for Contact-Rich Manipulation

Low-rank univariate sum of squares has no spurious local minima

On approximations of the PSD cone by a polynomial number of smaller-sized PSD cones

Acceleration by stepsize hedging II: Silver stepsize schedule for smooth convex optimization

Improved Nonnegativity Testing in the Bernstein Basis via Geometric Means

Acceleration by Stepsize Hedging I: Multi-Step Descent and the Silver Stepsize Schedule

Pablo A. Parrilo Information

University

Position

Professor of Electrical Engineering and Computer Science

Citations(all)

27531

Citations(since 2020)

10181

Cited By

22203

hIndex(all)

62

hIndex(since 2020)

43

i10Index(all)

158

i10Index(since 2020)

102

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Pablo A. Parrilo Skills & Research Interests

Convex Optimization

Semidefinite Programming

Systems and Control

Applied Mathematics

Top articles of Pablo A. Parrilo

Title

Journal

Author(s)

Publication Date

Convex ternary quartics are sos-convex

arXiv preprint arXiv:2404.14440

Amir Ali Ahmadi

Grigoriy Blekherman

Pablo A Parrilo

2024/4/19

Shortest paths in graphs of convex sets

SIAM Journal on Optimization

Tobia Marcucci

Jack Umenberger

Pablo Parrilo

Russ Tedrake

2024/3/31

Towards Tight Convex Relaxations for Contact-Rich Manipulation

arXiv preprint arXiv:2402.10312

Bernhard P Graesdal

Shao YC Chia

Tobia Marcucci

Savva Morozov

Alexandre Amice

...

2024/2/15

Low-rank univariate sum of squares has no spurious local minima

SIAM Journal on Optimization

Benoît Legat

Chenyang Yuan

Pablo Parrilo

2023/9/30

On approximations of the PSD cone by a polynomial number of smaller-sized PSD cones

Mathematical Programming

Dogyoon Song

Pablo A Parrilo

2023/3

Acceleration by stepsize hedging II: Silver stepsize schedule for smooth convex optimization

arXiv preprint arXiv:2309.16530

Jason M Altschuler

Pablo A Parrilo

2023/9/28

Improved Nonnegativity Testing in the Bernstein Basis via Geometric Means

arXiv preprint arXiv:2309.10675

Mitchell Tong Harris

Pablo A Parrilo

2023/9/19

Acceleration by Stepsize Hedging I: Multi-Step Descent and the Silver Stepsize Schedule

arXiv preprint arXiv:2309.07879

Jason M Altschuler

Pablo A Parrilo

2023/9/14

Kernel approximation on algebraic varieties

SIAM Journal on Applied Algebra and Geometry

Jason M Altschuler

Pablo A Parrilo

2023/3/31

Near-linear convergence of the Random Osborne algorithm for Matrix Balancing

Mathematical Programming

Jason M Altschuler

Pablo A Parrilo

2023/3

Approximating Min-Mean-Cycle for low-diameter graphs in near-optimal time and memory

SIAM Journal on Optimization

Jason M Altschuler

Pablo A Parrilo

2022

Lifting for simplicity: Concise descriptions of convex sets

SIAM Review

Hamza Fawzi

Joao Gouveia

Pablo A Parrilo

James Saunderson

Rekha R Thomas

2022

Solving Least Squares Problems on Partially Ordered Sets

Alexandre Amice

Pablo A Parrilo

2022/12/6

Convergence rate of block-coordinate maximization Burer–Monteiro method for solving large SDPs

Mathematical Programming

Murat A Erdogdu

Asuman Ozdaglar

Pablo A Parrilo

Nuri Denizcan Vanli

2022/9

On the local stability of semidefinite relaxations

Mathematical Programming

Diego Cifuentes

Sameer Agarwal

Pablo A Parrilo

Rekha R Thomas

2022/6/1

Maximizing products of linear forms, and the permanent of positive semidefinite matrices

Mathematical Programming

Chenyang Yuan

Pablo A Parrilo

2022/5

Why random reshuffling beats stochastic gradient descent

Mathematical Programming

Mert Gürbüzbalaban

Asu Ozdaglar

Pablo A Parrilo

2021/3

Semidefinite Relaxations of Products of Nonnegative Forms on the Sphere

arXiv preprint arXiv:2102.13220

Chenyang Yuan

Pablo A Parrilo

2021/2/25

Proceedings of the 3rd Conference on Learning for Dynamics and Control

Proceedings of Machine Learning Research

Ali Jadbabaie

John Lygeros

George J Pappas

Pablo A Parrilo

Benjamin Recht

...

2021

Certifying unstability of switched systems using sum of squares programming

SIAM Journal on Control and Optimization

Benoît Legat

Pablo Parrilo

Raphaël Jungers

2020

See List of Professors in Pablo A. Parrilo University(Massachusetts Institute of Technology)

Co-Authors

H-index: 109
Dimitris Bertsimas

Dimitris Bertsimas

Massachusetts Institute of Technology

H-index: 101
Alan S. Willsky

Alan S. Willsky

Massachusetts Institute of Technology

H-index: 85
Benjamin Recht

Benjamin Recht

University of California, Berkeley

H-index: 74
Asuman Ozdaglar

Asuman Ozdaglar

Massachusetts Institute of Technology

H-index: 64
Angelia Nedich

Angelia Nedich

Arizona State University

H-index: 53
Antonis Papachristodoulou

Antonis Papachristodoulou

University of Oxford

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