Boyue Li
Boyue Li
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Communication-efficient distributed optimization in networks with gradient tracking and variance reduction
B Li, S Cen, Y Chen, Y Chi
International Conference on Artificial Intelligence and Statistics, 1662-1672, 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
Predictive state recurrent neural networks
C Downey, A Hefny, B Boots, GJ Gordon, B Li
Advances in Neural Information Processing Systems 30, 2017
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
BEER: Fast Rate for Decentralized Nonconvex Optimization with Communication Compression
H Zhao, B Li, Z Li, P Richtárik, Y Chi
arXiv preprint arXiv:2201.13320, 2022
DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization
B Li, Z Li, Y Chi
arXiv preprint arXiv:2110.01165, 2021
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies
H Lee, B Li, S DeForte, M Splaingard, Y Huang, Y Chi, S Lin
arXiv preprint arXiv:2102.13284, 2021
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
Z Li, H Zhao, B Li, Y Chi
arXiv preprint arXiv:2206.09888, 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
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