Adversary-resilient distributed and decentralized statistical inference and machine learning: An overview of recent advances under the Byzantine threat model Z Yang, A Gang, WU Bajwa IEEE Signal Processing Magazine 37 (3), 146-159, 2020 | 94* | 2020 |
A linearly convergent algorithm for distributed principal component analysis A Gang, WU Bajwa Signal Processing 193, 108408, 2022 | 25 | 2022 |
Fast and communication-efficient distributed PCA A Gang, H Raja, WU Bajwa ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 23 | 2019 |
Distributed principal subspace analysis for partitioned big data: Algorithms, analysis, and implementation A Gang, B Xiang, WU Bajwa IEEE Transactions on Signal and Information Processing over Networks 7, 699-715, 2021 | 16 | 2021 |
FAST-PCA: A fast and exact algorithm for distributed principal component analysis A Gang, WU Bajwa IEEE Transactions on Signal Processing 70, 6080-6095, 2022 | 9 | 2022 |
Towards Automated Single Channel Source Separation Using Neural Networks A Gang, A., Biyani, P., Soni Interspeech, 2018 | 4* | 2018 |
A fast converging method for common mode sensor based impulse noise cancellation for downstream VDSL R Ahuja, A Gang, P Biyani, S Prasad 2016 24th European Signal Processing Conference (EUSIPCO), 310-315, 2016 | 3 | 2016 |
Representation learning in distributed networks A Gang Rutgers The State University of New Jersey, School of Graduate Studies, 2022 | 2 | 2022 |
On Discriminative Framework for Single Channel Audio Source Separation. A Gang, P Biyani Interspeech, 565-569, 2016 | 2 | 2016 |
The best of both worlds: Distributed PCA that is both exact and communication efficient A Gang, WU Bajwa 2022 30th European Signal Processing Conference (EUSIPCO), 732-736, 2022 | 1 | 2022 |
Recovering Partially Sampled EEG Signals using Learned Dictionaries A Gang, J Mehta, A Majumdar Machine Intelligence and Signal Processing, 67-76, 2016 | 1 | 2016 |
C-DIEGO: An Algorithm with Near-Optimal Sample Complexity for Distributed, Streaming PCA M Zulqarnain, A Gang, WU Bajwa 2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2023 | | 2023 |
2021 Index IEEE Transactions on Signal and Information Processing over Networks Vol. 7 H Al-Lawati, KH Alharbi, FE Alsaadi, P Amblard, A Ananth, S Aviyente, ... | | |