Communication-efficient distributed optimization in networks with gradient tracking and variance reduction B Li, S Cen, Y Chen, Y Chi
The Journal of Machine Learning Research 21 (1), 7331-7381, 2020
134 * 2020 Nonparametric density estimation under adversarial losses S Singh, A Uppal, B Li, CL Li, M Zaheer, B Póczos
Advances in Neural Information Processing Systems 31, 2018
88 2018 Predictive state recurrent neural networks C Downey, A Hefny, B Boots, GJ Gordon, B Li
Advances in Neural Information Processing Systems 30, 2017
59 2017 BEER: Fast H Zhao, B Li, Z Li, P Richtárik, Y Chi
Advances in Neural Information Processing Systems 35, 31653-31667, 2022
42 2022 SoteriaFL: A unified framework for private federated learning with communication compression Z Li, H Zhao, B Li, Y Chi
Advances in Neural Information Processing Systems 35, 4285-4300, 2022
37 2022 A large collection of real-world pediatric sleep studies H Lee, B Li, S DeForte, ML Splaingard, Y Huang, Y Chi, SL Linwood
Scientific Data 9 (1), 1-12, 2022
31 2022 DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization B Li, Z Li, Y Chi
SIAM Journal on Mathematics of Data Science 4 (3), 1031-1051, 2022
22 2022 Convergence and Privacy of Decentralized Nonconvex Optimization with Gradient Clipping and Communication Compression B Li, Y Chi
arXiv preprint arXiv:2305.09896, 2023
6 2023 Extraction meets abstraction: ideal answer generation for biomedical questions Y Li, N Gekakis, Q Wu, B Li, K Chandu, E Nyberg
Proceedings of the 6th BioASQ Workshop A challenge on large-scale biomedical …, 2018
5 2018 Communication-Efficient Optimization Algorithms for Decentralized Machine Learning B Li
Carnegie Mellon University, 2023
2023 Harvesting Curvatures for Communication-Efficient Distributed Optimization D Cardoso, B Li, Y Chi, J Xavier
2022 56th Asilomar Conference on Signals, Systems, and Computers, 749-753, 2022
2022 GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization R Xin, B Li, S Kar, UA Khan
2020 59th IEEE Conference on Decision and Control (CDC), 3637-3642, 2020
2020 