| Exact recovery in the stochastic block model E Abbe, AS Bandeira, G Hall IEEE Transactions on Information Theory 62 (1), 471-487, 2016 | 674 | 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 | 99* | 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 | 69 | 2015 |
| Optimization over structured subsets of positive semidefinite matrices via column generation AA Ahmadi, S Dash, G Hall Discrete Optimization 24, 129-151, 2017 | 50 | 2017 |
| DC decomposition of nonconvex polynomials with algebraic techniques AA Ahmadi, G Hall Mathematical Programming 169, 69-94, 2018 | 47 | 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 | 41 | 2017 |
| Partial recovery in the graph alignment problem G Hall, L Massoulié Operations Research 71 (1), 259-272, 2023 | 31 | 2023 |
| Optimization over nonnegative and convex polynomials with and without semidefinite programming G Hall Princeton University, 2018 | 28 | 2018 |
| Geometry of 3D Environments and Sum of Squares Polynomials AA Ahmadi, G Hall, A Makadia, V Sindhwani Robotics: Science and Systems, 2017 | 27 | 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 |
| On the complexity of detecting convexity over a box AA Ahmadi, G Hall Mathematical Programming 182 (1-2), 429-443, 2020 | 16 | 2020 |
| Shape-constrained regression using sum of squares polynomials M Curmei, G Hall Operations Research, 2023 | 14 | 2023 |
| Applications of Sum of Squares G Hall Sum of Squares: Theory and Applications, 2019 | 13* | 2019 |
| Polynomial Norms AA Ahmadi, E de Klerk, G Hall SIAM Journal on Optimization 29 (1), 399-422, 2019 | 12 | 2019 |
| Traceability Technology Adoption in Supply Chain Networks P Blaettchen, AP Calmon, G Hall arXiv preprint arXiv:2104.14818, 2021 | 6 | 2021 |
| 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 | 4 | 2023 |
| Sums of separable and quadratic polynomials AA Ahmadi, C Dibek, G Hall Mathematics of Operations Research 48 (3), 1316-1343, 2023 | 3 | 2023 |
| Learning to Warm-Start Fixed-Point Optimization Algorithms R Sambharya, G Hall, B Amos, B Stellato arXiv preprint arXiv:2309.07835, 2023 | | 2023 |
| INFORMS Optimization Society 2018 Young Researchers Prize Expository Article: Sum of Squares Hierarchies We Could Have Had in the 1920s AA Ahmadi, G Hall | | |
Afonso S. BandeiraProfessor of Mathematics, ETH ZurichVerified email at math.ethz.ch
