Georgina Hall

According to our database, Georgina Hall authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Learning to Warm-Start Fixed-Point Optimization Algorithms.

Rajiv Sambharya, Georgina Hall, Brandon Amos, Bartolomeo Stellato

J. Mach. Learn. Res., 2024

2023

Sums of Separable and Quadratic Polynomials.

Amir Ali Ahmadi, Cemil Dibek, Georgina Hall

Math. Oper. Res., August, 2023

Partial Recovery in the Graph Alignment Problem.

Georgina Hall, Laurent Massoulié

Oper. Res., January, 2023

End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization.

Rajiv Sambharya, Georgina Hall, Brandon Amos, Bartolomeo Stellato

Proceedings of the Learning for Dynamics and Control Conference, 2023

2021

Traceability Technology Adoption in Supply Chain Networks.

Philippe Blaettchen, Andre P. Calmon, Georgina Hall

CoRR, 2021

2020

On the complexity of detecting convexity over a box.

Amir Ali Ahmadi, Georgina Hall

Math. Program., 2020

Shape-Constrained Regression using Sum of Squares Polynomials.

Mihaela Curmei, Georgina Hall

CoRR, 2020

Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics.

Anirudha Majumdar, Georgina Hall, Amir Ali Ahmadi

Annu. Rev. Control. Robotics Auton. Syst., 2020

2019

Polynomial Norms.

Amir Ali Ahmadi, Etienne de Klerk, Georgina Hall

SIAM J. Optim., 2019

On the Construction of Converging Hierarchies for Polynomial Optimization Based on Certificates of Global Positivity.

Amir Ali Ahmadi, Georgina Hall

Math. Oper. Res., 2019

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

Anirudha Majumdar, Georgina Hall, Amir Ali Ahmadi

CoRR, 2019

Engineering and Business Applications of Sum of Squares Polynomials.

Georgina Hall

CoRR, 2019

2018

DC decomposition of nonconvex polynomials with algebraic techniques.

Amir Ali Ahmadi, Georgina Hall

Math. Program., 2018

Optimization over Nonnegative and Convex Polynomials With and Without Semidefinite Programming.

Georgina Hall

CoRR, 2018

2017

Optimization over structured subsets of positive semidefinite matrices via column generation.

Amir Ali Ahmadi, Sanjeeb Dash, Georgina Hall

Discret. Optim., 2017

Geometry of 3D Environments and Sum of Squares Polynomials.

Amir Ali Ahmadi, Georgina Hall, Ameesh Makadia, Vikas Sindhwani

Proceedings of the Robotics: Science and Systems XIII, 2017

Improving efficiency and scalability of sum of squares optimization: Recent advances and limitations.

Amir Ali Ahmadi, Georgina Hall, Antonis Papachristodoulou, James Saunderson, Yang Zheng

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Exact Recovery in the Stochastic Block Model.

Emmanuel Abbe, Afonso S. Bandeira, Georgina Hall

IEEE Trans. Inf. Theory, 2016

2015

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

Amir Ali Ahmadi, Georgina Hall

CoRR, 2015