| Diagonal and low-rank matrix decompositions, correlation matrices, and ellipsoid fitting J Saunderson, V Chandrasekaran, PA Parrilo, AS Willsky SIAM Journal on Matrix Analysis and Applications 33 (4), 1395-1416, 2012 | 70 | 2012 |
| Spectral clustering with inconsistent advice T Coleman, J Saunderson, A Wirth Proceedings of the 25th international conference on Machine learning, 152-159, 2008 | 59 | 2008 |
| Semidefinite descriptions of the convex hull of rotation matrices J Saunderson, PA Parrilo, AS Willsky SIAM Journal on Optimization 25 (3), 1314-1343, 2014 | 57 | 2014 |
| Analyzing hogwild parallel gaussian gibbs sampling MJ Johnson, J Saunderson, A Willsky Advances in Neural Information Processing Systems 26, 2715-2723, 2013 | 56 | 2013 |
| Semidefinite approximations of the matrix logarithm H Fawzi, J Saunderson, PA Parrilo Foundations of Computational Mathematics 19 (2), 259-296, 2019 | 41 | 2019 |
| A local-search 2-approximation for 2-correlation-clustering T Coleman, J Saunderson, A Wirth European Symposium on Algorithms, 308-319, 2008 | 41 | 2008 |
| Equivariant semidefinite lifts and sum-of-squares hierarchies H Fawzi, J Saunderson, PA Parrilo SIAM Journal on Optimization 25 (4), 2212-2243, 2015 | 26 | 2015 |
| 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 | 22 | 2017 |
| Polynomial-sized semidefinite representations of derivative relaxations of spectrahedral cones J Saunderson, PA Parrilo Mathematical Programming 153 (2), 309-331, 2015 | 21 | 2015 |
| Estimating the Spectral Density of Large Implicit Matrices RP Adams, J Pennington, MJ Johnson, J Smith, Y Ovadia, B Patton, ... arXiv preprint arXiv:1802.03451, 2018 | 19 | 2018 |
| Sparse sum-of-squares certificates on finite abelian groups H Fawzi, J Saunderson, PA Parrilo 2015 54th IEEE Conference on Decision and Control (CDC), 5909-5914, 2015 | 18 | 2015 |
| Semidefinite relaxations for optimization problems over rotation matrices J Saunderson, PA Parrilo, AS Willsky Proc. 53rd IEEE Conference on Decision and Control, 160--166, 2014 | 16 | 2014 |
| Sparse sums of squares on finite abelian groups and improved semidefinite lifts H Fawzi, J Saunderson, PA Parrilo Mathematical Programming 160 (1-2), 149-191, 2016 | 15 | 2016 |
| Symmetric sums of squares over k-subset hypercubes A Raymond, J Saunderson, M Singh, RR Thomas Mathematical Programming, 1-40, 2016 | 14 | 2016 |
| Metric-Constrained Optimization for Graph Clustering Algorithms N Veldt, DF Gleich, A Wirth, J Saunderson SIAM Journal on Mathematics of Data Science 1 (2), 333-355, 2019 | 11* | 2019 |
| Equivariant semidefinite lifts of regular polygons H Fawzi, J Saunderson, PA Parrilo Mathematics of Operations Research 42 (2), 472-494, 2017 | 11 | 2017 |
| Lieb's concavity theorem, matrix geometric means, and semidefinite optimization H Fawzi, J Saunderson Linear Algebra and its Applications 513, 240-263, 2017 | 8 | 2017 |
| Phaseless super-resolution using masks K Jaganathan, J Saunderson, M Fazei, YC Eldar, B Hassibi 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 7 | 2016 |
| Certifying polynomial nonnegativity via hyperbolic optimization J Saunderson SIAM Journal on Applied Algebra and Geometry 3 (4), 559-732, 2019 | 6 | 2019 |
| A spectrahedral representation of the first derivative relaxation of the positive semidefinite cone J Saunderson Optimization Letters 12 (7), 1475-1486, 2018 | 6 | 2018 |
Pablo A. ParriloProfessor of Electrical Engineering and Computer Science, Massachusetts Institute of TechnologyVerified email at mit.edu
