| Escaping from saddle points on Riemannian manifolds Y Sun, N Flammarion, M Fazel Advances in Neural Information Processing Systems 32, 2019 | 80 | 2019 |
| Low-rank positive semidefinite matrix recovery from corrupted rank-one measurements Y Li, Y Sun, Y Chi IEEE Transactions on Signal Processing 65 (2), 397-408, 2016 | 48 | 2016 |
| Finite sample system identification: improved rates and the role of regularization Y Sun, S Oymak, M Fazel | 39* | 2020 |
| Towards sample-efficient overparameterized meta-learning Y Sun, A Narang, I Gulluk, S Oymak, M Fazel Advances in Neural Information Processing Systems 34, 28156-28168, 2021 | 25 | 2021 |
| Learning Optimal Controllers by Policy Gradient: Global Optimality via Convex Parameterization Y Sun, M Fazel 2021 60th IEEE Conference on Decision and Control (CDC), 4576-4581, 2021 | 16 | 2021 |
| Escaping high-order saddles in policy optimization for Linear Quadratic Gaussian (LQG) control Y Zheng, Y Sun, M Fazel, N Li 2022 IEEE 61st Conference on Decision and Control (CDC), 5329-5334, 2022 | 12 | 2022 |
| Finite Sample Identification of Low-Order LTI Systems via Nuclear Norm Regularization Y Sun, S Oymak, M Fazel IEEE Open Journal of Control Systems 1, 237-254, 2022 | 7* | 2022 |
| Sample efficient subspace-based representations for nonlinear meta-learning HI Gulluk, Y Sun, S Oymak, M Fazel ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 4 | 2021 |
| Escaping saddle points efficiently in equality-constrained optimization problems Y Sun, M Fazel Workshop on Modern Trends in Nonconvex Optimization for Machine Learning …, 2018 | 4 | 2018 |
| Incremental maximum likelihood estimation for efficient adaptive filtering S Jalali, C Nuzman, Y Sun arXiv preprint arXiv:2209.01594, 2022 | 1 | 2022 |
| Online Probability Model Estimation for Video Compression Y Sun, J Han, Y Xu 2020 Data Compression Conference (DCC), 263-272, 2020 | 1 | 2020 |
| Outlier-robust recovery of low-rank positive semidefinite matrices from magnitude measurements Y Sun, Y Li, Y Chi 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 1 | 2016 |
| Nonconvex Optimization and Model Representation with Applications in Control Theory and Machine Learning Y Sun University of Washington, 2022 | | 2022 |
| Probability estimation for entropy coding J Han, Y Sun, Y Xu WO Patent 2021092531A1, 2021 | | 2021 |
| A short note on solving box inequality and linear equality constrained optimization problem Y Sun arXiv preprint arXiv:2004.08666, 2020 | | 2020 |
| Handwritten Numeral Recognition Algorithms and Implementation Based on the Multifunction Touch Screen Z Hua, Y Su, Y Sun, X Wang Sports Technology and Engineering: Proceedings of the 2014 Asia-Pacific …, 2015 | | 2015 |
