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Boyue Li
Boyue Li
Verified email at andrew.cmu.edu
Title
Cited by
Cited by
Year
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
119*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
742018
Predictive state recurrent neural networks
C Downey, A Hefny, B Boots, GJ Gordon, B Li
Advances in Neural Information Processing Systems 30, 2017
592017
BEER: Fast Rate for Decentralized Nonconvex Optimization with Communication Compression
H Zhao, B Li, Z Li, P Richtárik, Y Chi
Advances in Neural Information Processing Systems 35, 31653-31667, 2022
242022
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
222022
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
192022
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
182022
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
42018
Convergence and Privacy of Decentralized Nonconvex Optimization with Gradient Clipping and Communication Compression
B Li, Y Chi
arXiv preprint arXiv:2305.09896, 2023
22023
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
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Articles 1–12