Georgina Hall

31 papers Journal 28Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
On Approximate Computation of Critical Points.
CoRR
Amir Ali Ahmadi, Georgina Hall
2025 J jnl
Shape-Constrained Regression Using Sum of Squares Polynomials.
Oper. Res.
Mihaela Curmei, Georgina Hall
2024 J jnl
Learning to Warm-Start Fixed-Point Optimization Algorithms.
J. Mach. Learn. Res.
Rajiv Sambharya, Georgina Hall, Brandon Amos, Bartolomeo Stellato
2023 — conf
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization.
L4DC
Rajiv Sambharya, Georgina Hall, Brandon Amos, Bartolomeo Stellato
2023 J jnl
Learning to Warm-Start Fixed-Point Optimization Algorithms.
CoRR
Rajiv Sambharya, Georgina Hall, Brandon Amos, Bartolomeo Stellato
2023 J jnl
Partial Recovery in the Graph Alignment Problem.
Oper. Res.
Georgina Hall, Laurent Massoulié
2023 J jnl
Sums of Separable and Quadratic Polynomials.
Math. Oper. Res.
Amir Ali Ahmadi, Cemil Dibek, Georgina Hall
2021 J jnl
Sums of Separable and Quadratic Polynomials.
CoRR
Amir Ali Ahmadi, Cemil Dibek, Georgina Hall
2021 J jnl
Traceability Technology Adoption in Supply Chain Networks.
CoRR
Philippe Blaettchen, Andre P. Calmon, Georgina Hall
2020 J jnl
On the complexity of detecting convexity over a box.
Math. Program.
Amir Ali Ahmadi, Georgina Hall
2020 J jnl
Partial Recovery in the Graph Alignment Problem.
CoRR
Georgina Hall, Laurent Massoulié
2020 J jnl
Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics.
Annu. Rev. Control. Robotics Auton. Syst.
Anirudha Majumdar, Georgina Hall, Amir Ali Ahmadi
2020 J jnl
Shape-Constrained Regression using Sum of Squares Polynomials.
CoRR
Mihaela Curmei, Georgina Hall
2019 J jnl
A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics.
CoRR
Anirudha Majumdar, Georgina Hall, Amir Ali Ahmadi
2019 J jnl
Engineering and Business Applications of Sum of Squares Polynomials.
CoRR
Georgina Hall
2019 J jnl
On the Construction of Converging Hierarchies for Polynomial Optimization Based on Certificates of Global Positivity.
Math. Oper. Res.
Amir Ali Ahmadi, Georgina Hall
2019 J jnl
Polynomial Norms.
SIAM J. Optim.
Amir Ali Ahmadi, Etienne de Klerk, Georgina Hall
2018 J jnl
DC decomposition of nonconvex polynomials with algebraic techniques.
Math. Program.
Amir Ali Ahmadi, Georgina Hall
2018 J jnl
On the Complexity of Detecting Convexity over a Box.
CoRR
Amir Ali Ahmadi, Georgina Hall
2018 J jnl
Optimization over Nonnegative and Convex Polynomials With and Without Semidefinite Programming.
CoRR
Georgina Hall
2017 — conf
Geometry of 3D Environments and Sum of Squares Polynomials.
Robotics: Science and Systems
Amir Ali Ahmadi, Georgina Hall, Ameesh Makadia, Vikas Sindhwani
2017 — conf
Improving efficiency and scalability of sum of squares optimization: Recent advances and limitations.
CDC
Amir Ali Ahmadi, Georgina Hall, Antonis Papachristodoulou, James Saunderson, Yang Zheng
2017 J jnl
On the construction of converging hierarchies for polynomial optimization based on certificates of global positivity.
CoRR
Amir Ali Ahmadi, Georgina Hall
2017 J jnl
Optimization over structured subsets of positive semidefinite matrices via column generation.
Discret. Optim.
Amir Ali Ahmadi, Sanjeeb Dash, Georgina Hall
2017 J jnl
Polynomial Norms.
CoRR
Amir Ali Ahmadi, Etienne de Klerk, Georgina Hall
2016 J jnl
Exact Recovery in the Stochastic Block Model.
IEEE Trans. Inf. Theory
Emmanuel Abbe, Afonso S. Bandeira, Georgina Hall
2016 J jnl
Geometry of 3D Environments and Sum of Squares Polynomials.
CoRR
Amir Ali Ahmadi, Georgina Hall, Ameesh Makadia, Vikas Sindhwani
2015 J jnl
DC Decomposition of Nonconvex Polynomials with Algebraic Techniques.
CoRR
Amir Ali Ahmadi, Georgina Hall
2015 J jnl
Optimization over Structured Subsets of Positive Semidefinite Matrices via Column Generation.
CoRR
Amir Ali Ahmadi, Sanjeeb Dash, Georgina Hall
2015 J jnl
Sum of Squares Basis Pursuit with Linear and Second Order Cone Programming.
CoRR
Amir Ali Ahmadi, Georgina Hall
2014 J jnl
Exact Recovery in the Stochastic Block Model.
CoRR
Emmanuel Abbe, Afonso S. Bandeira, Georgina Hall