Fan Zhou
Fan Zhou
Baidu Research
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TitleCited byYear
On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization
F Zhou, G Cong
Proceedings of the Twenty-Seventh International Joint Conference on …, 2018
The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising
D Xia, F Zhou
Journal of Machine Learning Research 20 (61), 1-42, 2019
Accelerating deep neural network learning for speech recognition on a cluster of GPUs
G Cong, B Kingsbury, S Gosh, G Saon, F Zhou
Proceedings of the Machine Learning on HPC Environments, 3, 2017
Accelerating deep neural network training for action recognition on a cluster of GPUs
G Cong, G Domeniconi, J Shapiro, F Zhou, B Chen
2018 30th International Symposium on Computer Architecture and High …, 2018
Fast neural network training on a cluster of GPUs for action recognition with high accuracy
G Cong, G Domeniconi, CC Yang, J Shapiro, F Zhou, B Chen
Journal of Parallel and Distributed Computing 134, 153-165, 2019
Nonparametric estimation of low rank matrix valued function
F Zhou
Electronic Journal of Statistics 13 (2), 3851-3892, 2019
A Fourier Analytical Approach to Estimation of Smooth Functions in Gaussian Shift Model
F Zhou, P Li
arXiv preprint arXiv:1911.02010, 2019
A Distributed Hierarchical Averaging SGD Algorithm: Trading Local Reductions for Global Reductions
F Zhou, G Cong
arXiv preprint arXiv:1903.05133, 2019
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