Takip et
Kun Yuan
Kun Yuan
Center for Machine Learning Research, Peking University
pku.edu.cn üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
On the linear convergence of the ADMM in decentralized consensus optimization
W Shi, Q Ling, K Yuan, G Wu, W Yin
IEEE Transactions on Signal Processing 62 (7), 1750-1761, 2014
9532014
On the convergence of decentralized gradient descent
K Yuan, Q Ling, W Yin
SIAM Journal on Optimization 26 (3), 1835-1854, 2016
7902016
Exact diffusion for distributed optimization and learning—Part I: Algorithm development
K Yuan, B Ying, X Zhao, AH Sayed
IEEE Transactions on Signal Processing 67 (3), 708-723, 2019
2412019
Decentralized consensus optimization with asynchrony and delays
T Wu, K Yuan, Q Ling, W Yin, AH Sayed
IEEE Transactions on Signal and Information Processing over Networks 4 (2 …, 2017
1642017
Decentralized proximal gradient algorithms with linear convergence rates
SA Alghunaim, EK Ryu, K Yuan, AH Sayed
IEEE Transactions on Automatic Control 66 (6), 2787-2794, 2020
1352020
Variance-reduced stochastic learning by networked agents under random reshuffling
K Yuan, B Ying, J Liu, AH Sayed
IEEE Transactions on Signal Processing 67 (2), 351-366, 2019
110*2019
Exact diffusion for distributed optimization and learning—Part II: Convergence analysis
K Yuan, B Ying, X Zhao, AH Sayed
IEEE Transactions on Signal Processing 67 (3), 724-739, 2019
962019
CHEX: CHannel EXploration for CNN Model Compression
Z Hou, M Qin, F Sun, X Ma, K Yuan, Y Xu, YK Chen, R Jin, Y Xie, SY Kung
CVPR 2022 - IEEE/CVF Computer Vision and Pattern Recognition Conference, 2022
942022
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection
L Yang, K Yu, T Tang, J Li, K Yuan, L Wang, X Zhang, P Chen
CVPR 2023 - IEEE/CVF Computer Vision and Pattern Recognition Conference, 2023
842023
Walkman: A communication-efficient random-walk algorithm for decentralized optimization
X Mao, K Yuan, Y Hu, Y Gu, AH Sayed, W Yin
IEEE Transactions on Signal Processing 68, 2513-2528, 2020
802020
Exponential Graph is Provably Efficient for Decentralized Deep Training
B Ying*, K Yuan*, Y Chen*, H Hu, P Pan, W Yin
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, 2021
792021
A linearly convergent proximal gradient algorithm for decentralized optimization
S Alghunaim, K Yuan, AH Sayed
Advances in Neural Information Processing Systems 32, 2019
792019
On the influence of momentum acceleration on online learning
K Yuan, B Ying, AH Sayed
Journal of Machine Learning Research 17 (192), 1-66, 2016
672016
A unified and refined convergence analysis for non-convex decentralized learning
SA Alghunaim, K Yuan
IEEE Transactions on Signal Processing 70, 3264-3279, 2022
602022
On the Influence of Bias-Correction on Distributed Stochastic Optimization
K Yuan, SA Alghunaim, B Ying, AH Sayed
IEEE Transactions on Signal Processing 68, 4352 - 4367, 2020
592020
DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training
K Yuan*, Y Chen*, X Huang*, Y Zhang, P Pan, Y Xu, W Yin
ICCV 2021 - International Conference on Computer Vision, 2021
572021
Supervised learning under distributed features
B Ying, K Yuan, AH Sayed
IEEE Transactions on Signal Processing 67 (4), 977-992, 2018
562018
A proximal diffusion strategy for multiagent optimization with sparse affine constraints
SA Alghunaim, K Yuan, AH Sayed
IEEE Transactions on Automatic Control 65 (11), 4554-4567, 2019
512019
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation
YF Zhang, X Wang, K Jin, K Yuan, Z Zhang, L Wang, R Jin, T Tan
ICML 2023 - International Conference on Machine Learning, 2023
472023
Accelerating Gossip SGD with Periodic Global Averaging
Y Chen*, K Yuan*, Y Zhang, P Pan, Y Xu, W Yin
ICML 2021 - International Conference on Machine Learning, 2021
442021
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–20