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2020 – today
- 2024
[j10]Rajiv Sambharya, Georgina Hall, Brandon Amos, Bartolomeo Stellato:
Learning to Warm-Start Fixed-Point Optimization Algorithms. J. Mach. Learn. Res. 25: 166:1-166:46 (2024)- 2023
- [j9]Georgina Hall
, Laurent Massoulié:
Partial Recovery in the Graph Alignment Problem. Oper. Res. 71(1): 259-272 (2023) - [j8]Amir Ali Ahmadi, Cemil Dibek, Georgina Hall:
Sums of Separable and Quadratic Polynomials. Math. Oper. Res. 48(3): 1316-1343 (2023) - [c3]Rajiv Sambharya, Georgina Hall, Brandon Amos, Bartolomeo Stellato:
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization. L4DC 2023: 220-234 - [i16]Rajiv Sambharya, Georgina Hall, Brandon Amos, Bartolomeo Stellato:
Learning to Warm-Start Fixed-Point Optimization Algorithms. CoRR abs/2309.07835 (2023) - 2021
- [i15]Philippe Blaettchen, Andre P. Calmon, Georgina Hall:
Traceability Technology Adoption in Supply Chain Networks. CoRR abs/2104.14818 (2021) - [i14]Amir Ali Ahmadi, Cemil Dibek, Georgina Hall:
Sums of Separable and Quadratic Polynomials. CoRR abs/2105.04766 (2021) - 2020
- [j7]Anirudha Majumdar, Georgina Hall, Amir Ali Ahmadi:
Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics. Annu. Rev. Control. Robotics Auton. Syst. 3: 331-360 (2020) - [j6]Amir Ali Ahmadi, Georgina Hall:
On the complexity of detecting convexity over a box. Math. Program. 182(1): 429-443 (2020) - [i13]Mihaela Curmei, Georgina Hall:
Shape-Constrained Regression using Sum of Squares Polynomials. CoRR abs/2004.03853 (2020) - [i12]Georgina Hall, Laurent Massoulié:
Partial Recovery in the Graph Alignment Problem. CoRR abs/2007.00533 (2020)
2010 – 2019
- 2019
- [j5]Amir Ali Ahmadi, Georgina Hall:
On the Construction of Converging Hierarchies for Polynomial Optimization Based on Certificates of Global Positivity. Math. Oper. Res. 44(4): 1192-1207 (2019) - [j4]Amir Ali Ahmadi, Etienne de Klerk, Georgina Hall:
Polynomial Norms. SIAM J. Optim. 29(1): 399-422 (2019) - [i11]Georgina Hall:
Engineering and Business Applications of Sum of Squares Polynomials. CoRR abs/1906.07961 (2019) - [i10]Anirudha Majumdar, Georgina Hall, Amir Ali Ahmadi:
A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics. CoRR abs/1908.05209 (2019) - 2018
- [j3]Amir Ali Ahmadi, Georgina Hall:
DC decomposition of nonconvex polynomials with algebraic techniques. Math. Program. 169(1): 69-94 (2018) - [i9]Amir Ali Ahmadi, Georgina Hall:
On the Complexity of Detecting Convexity over a Box. CoRR abs/1806.06173 (2018) - [i8]Georgina Hall:
Optimization over Nonnegative and Convex Polynomials With and Without Semidefinite Programming. CoRR abs/1806.06996 (2018) - 2017
- [j2]Amir Ali Ahmadi, Sanjeeb Dash, Georgina Hall:
Optimization over structured subsets of positive semidefinite matrices via column generation. Discret. Optim. 24: 129-151 (2017) - [c2]Amir Ali Ahmadi, Georgina Hall, Antonis Papachristodoulou, James Saunderson, Yang Zheng:
Improving efficiency and scalability of sum of squares optimization: Recent advances and limitations. CDC 2017: 453-462 - [c1]Amir Ali Ahmadi, Georgina Hall, Ameesh Makadia, Vikas Sindhwani:
Geometry of 3D Environments and Sum of Squares Polynomials. Robotics: Science and Systems 2017 - [i7]Amir Ali Ahmadi, Etienne de Klerk, Georgina Hall:
Polynomial Norms. CoRR abs/1704.07462 (2017) - [i6]Amir Ali Ahmadi, Georgina Hall:
On the construction of converging hierarchies for polynomial optimization based on certificates of global positivity. CoRR abs/1709.09307 (2017) - 2016
- [j1]Emmanuel Abbe, Afonso S. Bandeira, Georgina Hall:
Exact Recovery in the Stochastic Block Model. IEEE Trans. Inf. Theory 62(1): 471-487 (2016) - [i5]Amir Ali Ahmadi, Georgina Hall, Ameesh Makadia, Vikas Sindhwani:
Geometry of 3D Environments and Sum of Squares Polynomials. CoRR abs/1611.07369 (2016) - 2015
- [i4]Amir Ali Ahmadi, Georgina Hall:
DC Decomposition of Nonconvex Polynomials with Algebraic Techniques. CoRR abs/1510.01518 (2015) - [i3]Amir Ali Ahmadi, Georgina Hall:
Sum of Squares Basis Pursuit with Linear and Second Order Cone Programming. CoRR abs/1510.01597 (2015) - [i2]Amir Ali Ahmadi, Sanjeeb Dash, Georgina Hall:
Optimization over Structured Subsets of Positive Semidefinite Matrices via Column Generation. CoRR abs/1512.05402 (2015) - 2014
- [i1]Emmanuel Abbe, Afonso S. Bandeira, Georgina Hall:
Exact Recovery in the Stochastic Block Model. CoRR abs/1405.3267 (2014)
Coauthor Index
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