Georgina Hall

Orcid: 0000-0003-4580-3897

According to our database1, Georgina Hall authored at least 19 papers between 2015 and 2023.

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Bibliography

2023
Sums of Separable and Quadratic Polynomials.
Math. Oper. Res., August, 2023

Partial Recovery in the Graph Alignment Problem.
Oper. Res., January, 2023

Learning to Warm-Start Fixed-Point Optimization Algorithms.
CoRR, 2023

End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization.
Proceedings of the Learning for Dynamics and Control Conference, 2023

2021
Traceability Technology Adoption in Supply Chain Networks.
CoRR, 2021

2020
On the complexity of detecting convexity over a box.
Math. Program., 2020

Shape-Constrained Regression using Sum of Squares Polynomials.
CoRR, 2020

Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics.
Annu. Rev. Control. Robotics Auton. Syst., 2020

2019
Polynomial Norms.
SIAM J. Optim., 2019

On the Construction of Converging Hierarchies for Polynomial Optimization Based on Certificates of Global Positivity.
Math. Oper. Res., 2019

A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics.
CoRR, 2019

Engineering and Business Applications of Sum of Squares Polynomials.
CoRR, 2019

2018
DC decomposition of nonconvex polynomials with algebraic techniques.
Math. Program., 2018

Optimization over Nonnegative and Convex Polynomials With and Without Semidefinite Programming.
CoRR, 2018

2017
Optimization over structured subsets of positive semidefinite matrices via column generation.
Discret. Optim., 2017

Geometry of 3D Environments and Sum of Squares Polynomials.
Proceedings of the Robotics: Science and Systems XIII, 2017

Improving efficiency and scalability of sum of squares optimization: Recent advances and limitations.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Exact Recovery in the Stochastic Block Model.
IEEE Trans. Inf. Theory, 2016

2015
Sum of Squares Basis Pursuit with Linear and Second Order Cone Programming.
CoRR, 2015


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