Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent. T Tong, C Ma, Y Chi J. Mach. Learn. Res. 22, 150:1-150:63, 2021 | 26 | 2021 |
Low-rank matrix recovery with scaled subgradient methods: Fast and robust convergence without the condition number T Tong, C Ma, Y Chi IEEE Transactions on Signal Processing 69, 2396-2409, 2021 | 22 | 2021 |
Delay minimal policies in energy harvesting communication systems A Arafa, T Tong, M Fu, S Ulukus, W Chen IEEE Transactions on Communications 66 (7), 2918-2930, 2018 | 15 | 2018 |
Scaling and scalability: Provable nonconvex low-rank tensor estimation from incomplete measurements T Tong, C Ma, A Prater-Bennette, E Tripp, Y Chi | 12 | 2021 |
Optimal packet scheduling for delay minimization in an energy harvesting system T Tong, S Ulukus, W Chen 2015 IEEE International Conference on Communications (ICC), 4241-4246, 2015 | 10 | 2015 |
Accelerating ILL-Conditioned Robust Low-Rank Tensor Regression T Tong, C Ma, Y Chi ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 2 | 2022 |
Scaled gradient methods for ill-conditioned low-rank matrix and tensor estimation T Tong Ph. D. dissertation, 2022 | 1 | 2022 |
Asymptotic performance analysis of majority sentiment detection in online social networks T Tong, R Negi 2016 54th Annual Allerton Conference on Communication, Control, and …, 2016 | 1 | 2016 |
Fast and Provable Tensor Robust Principal Component Analysis via Scaled Gradient Descent H Dong, T Tong, C Ma, Y Chi arXiv preprint arXiv:2206.09109, 2022 | | 2022 |
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion T Tong, C Ma, A Prater-Bennette, E Tripp, Y Chi International Conference on Artificial Intelligence and Statistics, 2607-2617, 2022 | | 2022 |
Supermajority sentiment detection with external influence in large social networks T Tong, R Negi 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | | 2017 |
How Many Antennas Should Be Activated in Keyhole Channels Under a Holistic Power Model T Tong, X Zhou, B Bai, W Chen IEEE Communications Letters 19 (6), 981-984, 2015 | | 2015 |