| Integrated rapid-diagnostic-test reader platform on a cellphone O Mudanyali, S Dimitrov, U Sikora, S Padmanabhan, I Navruz, A Ozcan Lab on a Chip 12 (15), 2678-2686, 2012 | 589 | 2012 |
| A faster interior point method for semidefinite programming H Jiang, T Kathuria, YT Lee, S Padmanabhan, Z Song 2020 IEEE 61st annual symposium on foundations of computer science (FOCS …, 2020 | 197 | 2020 |
| Distributed medical image analysis and diagnosis through crowd-sourced games: a malaria case study S Mavandadi, S Dimitrov, S Feng, F Yu, U Sikora, O Yaglidere, ... PloS one 7 (5), e37245, 2012 | 159 | 2012 |
| Portable rapid diagnostic test reader and methods of using the same A Ozcan, O Mudanyali, S Dimitrov, U Sikora, S Padmanabhan, I Navrus US Patent 10,663,466, 2020 | 140* | 2020 |
| A gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensions D Davis, D Drusvyatskiy, YT Lee, S Padmanabhan, G Ye Advances in neural information processing systems 35, 6692-6703, 2022 | 66 | 2022 |
| Online Bidding Algorithms for Return-on-Spend Constrained Advertisers✱ Z Feng, S Padmanabhan, D Wang Proceedings of the ACM Web Conference 2023, 3550-3560, 2023 | 45 | 2023 |
| An -Cost Algorithm for Semidefinite Programs with Diagonal Constraints YT Lee, S Padmanabhan Conference on Learning Theory, 3069-3119, 2020 | 26* | 2020 |
| Computing Lewis Weights to High Precision∗ M Fazel, YT Lee, S Padmanabhan, A Sidford Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2022 | 24 | 2022 |
| Positive semidefinite programming: Mixed, parallel, and width-independent A Jambulapati, YT Lee, J Li, S Padmanabhan, K Tian Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing …, 2020 | 20 | 2020 |
| First-order methods for linearly constrained bilevel optimization G Kornowski, S Padmanabhan, K Wang, Z Zhang, S Sra Advances in Neural Information Processing Systems 37, 141417-141460, 2024 | 15 | 2024 |
| Improving the bit complexity of communication for distributed convex optimization M Ghadiri, YT Lee, S Padmanabhan, W Swartworth, DP Woodruff, G Ye Proceedings of the 56th Annual ACM Symposium on Theory of Computing, 1130-1140, 2024 | 11 | 2024 |
| A fast scale-invariant algorithm for non-negative least squares with non-negative data J Diakonikolas, C Li, S Padmanabhan, C Song Advances in Neural Information Processing Systems 35, 6264-6277, 2022 | 11 | 2022 |
| Computing Approximate Sensitivities S Padmanabhan, D Woodruff, R Zhang Advances in Neural Information Processing Systems 36, 36795-36825, 2023 | 7 | 2023 |
| Smart rapid diagnostics test reader running on a cell-phone for real-time mapping of epidemics O Mudanyali, S Padmanabhan, S Dimitrov, I Navruz, U Sikora, A Ozcan Proceedings of the Second ACM Workshop on Mobile Systems, Applications, and …, 2012 | 7 | 2012 |
| On the Hardness of Meaningful Local Guarantees in Nonsmooth Nonconvex Optimization G Kornowski, S Padmanabhan, O Shamir arXiv preprint arXiv:2409.10323, 2024 | 5 | 2024 |
| Online Bidding under RoS Constraints without Knowing the Value S Vijayan, Z Feng, S Padmanabhan, K Shanmugam, A Suggala, D Wang Proceedings of the ACM on Web Conference 2025, 3096-3107, 2025 | 4 | 2025 |
| On the sample complexity of imitation learning for smoothed model predictive control D Pfrommer, S Padmanabhan, K Ahn, J Umenberger, T Marcucci, ... 2024 IEEE 63rd Conference on Decision and Control (CDC), 1820-1825, 2024 | 3 | 2024 |
| Decomposable non-smooth convex optimization with nearly-linear gradient oracle complexity S Dong, H Jiang, YT Lee, S Padmanabhan, G Ye Advances in Neural Information Processing Systems 35, 30756-30769, 2022 | 3 | 2022 |
| Improved Sample Complexity of Imitation Learning for Barrier Model Predictive Control D Pfrommer, S Padmanabhan, K Ahn, J Umenberger, T Marcucci, ... arXiv preprint arXiv:2410.00859, 2024 | 2 | 2024 |
| Some Problems in Conic, Nonsmooth, and Online Optimization S Padmanabhan University of Washington, 2023 | | 2023 |
Aydogan OzcanChancellor's Professor at UCLA & HHMI ProfessorVerified email at ucla.edu
