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Zhouyuan Huo
Zhouyuan Huo
Research Scientist, Google
在 google.com 的电子邮件经过验证 - 首页
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引用次数
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Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and Trends® in Machine Learning 14 (1–2), 1-210, 2021
20922021
A field guide to federated optimization
J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ...
arXiv preprint arXiv:2107.06917, 2021
952021
Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization
Z Huo, H Huang
AAAI, 2017
66*2017
Decoupled Parallel Backpropagation with Convergence Guarantee
Z Huo, B Gu, Q Yang, H Huang
International Conference on Machine Learning (ICML) 2018, 2018
552018
Training Neural Networks Using Features Replay
Z Huo, B Gu, H Huang
Advances in Neural Information Processing Systems 2018, 2018
522018
Accelerated Method for Stochastic Composition Optimization with Nonsmooth Regularization
Z Huo, B Gu, H Huang
AAAI, 2017
362017
Privacy-preserving asynchronous vertical federated learning algorithms for multiparty collaborative learning
B Gu, A Xu, Z Huo, C Deng, H Huang
IEEE transactions on neural networks and learning systems, 2021
342021
Inexact Proximal Gradient Methods for Non-convex and Non-smooth Optimization
B Gu, Z Huo, H Huang
AAAI, 2016
342016
Faster derivative-free stochastic algorithm for shared memory machines
B Gu, Z Huo, C Deng, H Huang
International Conference on Machine Learning, 1812-1821, 2018
33*2018
An end-to-end generative architecture for paraphrase generation
Q Yang, Z Huo, D Shen, Y Cheng, W Wang, G Wang, L Carin
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
322019
Robust and effective metric learning using capped trace norm: Metric learning via capped trace norm
Z Huo, F Nie, H Huang
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
322016
Mariana Raykova, Dawn Song, Weikang Song, Sebastian U
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth …, 2021
292021
Faster on-device training using new federated momentum algorithm
Z Huo, Q Yang, B Gu, LC Huang
arXiv preprint arXiv:2002.02090, 2020
292020
Multi-Class Support Vector Machine via Maximizing Multi-Class Margins
J Xu, X Liu, Z Huo, C Deng, F Nie, H Huang
Proceedings of International Joint Conference on Artificial Intelligence, 2017
282017
Joint Capped Norms Minimization for Robust Matrix Recovery
F Nie, Z Huo, H Huang
Proceedings of International Joint Conference on Artificial Intelligence, 2017
262017
Asynchronous Doubly Stochastic Group Regularized Learning
B Gu, Z Huo, H Huang
International Conference on Artificial Intelligence and Statistics, 1791-1800, 2018
24*2018
Asynchronous doubly stochastic sparse kernel learning
B Gu, M Xin, Z Huo, H Huang
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
212018
On large-cohort training for federated learning
Z Charles, Z Garrett, Z Huo, S Shmulyian, V Smith
Advances in neural information processing systems 34, 20461-20475, 2021
172021
On the acceleration of deep learning model parallelism with staleness
A Xu, Z Huo, H Huang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
162020
Faster gradient-free proximal stochastic methods for nonconvex nonsmooth optimization
F Huang, B Gu, Z Huo, S Chen, H Huang
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1503-1510, 2019
152019
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