| Kernel-based reconstruction of graph signals D Romero, M Ma, GB Giannakis IEEE Transactions on Signal Processing 65 (3), 764-778, 2016 | 202 | 2016 |
| Kernel-based inference of functions over graphs VN Ioannidis, M Ma, AN Nikolakopoulos, GB Giannakis, D Romero Adaptive Learning Methods for Nonlinear System Modeling, 173-198, 2018 | 32 | 2018 |
| On the convergence of SARAH and beyond B Li, M Ma, GB Giannakis International Conference on Artificial Intelligence and Statistics, 223-233, 2020 | 29 | 2020 |
| Hybrid ADMM: a unifying and fast approach to decentralized optimization M Ma, AN Nikolakopoulos, GB Giannakis EURASIP Journal on Advances in Signal Processing 2018, 1-17, 2018 | 24 | 2018 |
| Distributionally robust semi-supervised learning over graphs A Sadeghi, M Ma, B Li, GB Giannakis arXiv preprint arXiv:2110.10582, 2021 | 15 | 2021 |
| SAPipe: Staleness-aware pipeline for data parallel DNN training Y Chen, C Xie, M Ma, J Gu, Y Peng, H Lin, C Wu, Y Zhu Advances in neural information processing systems 35, 17981-17993, 2022 | 13 | 2022 |
| Fast decentralized learning via hybrid consensus ADMM M Ma, AN Nikolakopoulos, GB Giannakis 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 13 | 2018 |
| Estimating signals over graphs via multi-kernel learning D Romero, M Ma, GB Giannakis 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016 | 12 | 2016 |
| Fast asynchronous decentralized optimization: Allowing multiple masters M Ma, J Ren, GB Giannakis, J Haupt 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 8 | 2018 |
| Graph-aware Weighted Hybrid ADMM for Fast Decentralized Optimization M Ma, GB Giannakis 2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1881-1885, 2018 | 4 | 2018 |
| Preconditioning ADMM for fast decentralized optimization M Ma, GB Giannakis ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 3 | 2020 |
| Environment-aware worker trajectory prediction using surveillance camera on modular construction sites Q Yang, Q Mei, C Fan, M Ma, X Li Modular and Offsite Construction (MOC) Summit Proceedings, 82-89, 2022 | 1 | 2022 |