Exact recovery in the stochastic block model E Abbe, AS Bandeira, G Hall IEEE Transactions on Information Theory 62 (1), 471-487, 2016 | 714 | 2016 |
Recent scalability improvements for semidefinite programming with applications in machine learning, control, and robotics A Majumdar, G Hall, AA Ahmadi Annual Review of Control, Robotics, and Autonomous Systems 3, 331-360, 2020 | 122 | 2020 |
Sum of squares basis pursuit with linear and second order cone programming AA Ahmadi, G Hall Algebraic and Geometric Methods in Discrete Mathematics, Contemp. Math 685 …, 2015 | 71 | 2015 |
Optimization over structured subsets of positive semidefinite matrices via column generation AA Ahmadi, S Dash, G Hall Discrete Optimization 24, 129-151, 2017 | 52 | 2017 |
DC decomposition of nonconvex polynomials with algebraic techniques AA Ahmadi, G Hall Mathematical Programming 169, 69-94, 2018 | 51 | 2018 |
Improving efficiency and scalability of sum of squares optimization: Recent advances and limitations AA Ahmadi, G Hall, A Papachristodoulou, J Saunderson, Y Zheng 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 453-462, 2017 | 43 | 2017 |
Partial recovery in the graph alignment problem G Hall, L Massoulié Operations Research 71 (1), 259-272, 2023 | 37 | 2023 |
Optimization over nonnegative and convex polynomials with and without semidefinite programming G Hall Princeton University, 2018 | 30 | 2018 |
Geometry of 3D Environments and Sum of Squares Polynomials AA Ahmadi, G Hall, A Makadia, V Sindhwani Robotics: Science and Systems, 2017 | 28 | 2017 |
On the construction of converging hierarchies for polynomial optimization based on certificates of global positivity AA Ahmadi, G Hall Mathematics of Operations Research 44 (4), 1192-1207, 2019 | 23 | 2019 |
Shape-constrained regression using sum of squares polynomials M Curmei, G Hall Operations Research, 2023 | 19 | 2023 |
On the complexity of detecting convexity over a box AA Ahmadi, G Hall Mathematical Programming 182 (1), 429-443, 2020 | 16 | 2020 |
Polynomial Norms AA Ahmadi, E de Klerk, G Hall SIAM Journal on Optimization 29 (1), 399-422, 2019 | 16 | 2019 |
Applications of Sum of Squares G Hall Sum of Squares: Theory and Applications, 2019 | 14* | 2019 |
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization R Sambharya, G Hall, B Amos, B Stellato Learning for Dynamics and Control Conference, 220-234, 2023 | 13 | 2023 |
Traceability technology adoption in supply chain networks P Blaettchen, AP Calmon, G Hall Management Science, 2024 | 10 | 2024 |
Sums of separable and quadratic polynomials AA Ahmadi, C Dibek, G Hall Mathematics of Operations Research 48 (3), 1316-1343, 2023 | 4 | 2023 |
Learning to Warm-Start Fixed-Point Optimization Algorithms R Sambharya, G Hall, B Amos, B Stellato Journal of Machine Learning Research 25 (166), 1-46, 2024 | 3 | 2024 |
INFORMS Optimization Society 2018 Young Researchers Prize Expository Article: Sum of Squares Hierarchies We Could Have Had in the 1920s AA Ahmadi, G Hall | | |