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Fan Zhou
Fan Zhou
Optum Inc
Bestätigte E-Mail-Adresse bei math.gatech.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
2472018
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
322019
A Distributed Hierarchical Averaging SGD Algorithm: Trading Local Reductions for Global Reductions
F Zhou, G Cong
arXiv preprint arXiv:1903.05133, 2019
11*2019
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
62019
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
52018
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, 2017
52017
High-order statistical functional expansion and its application to some nonsmooth problems
F Zhou, P Li, CH Zhang
arXiv preprint arXiv:2112.15591, 2021
42021
Rate-optimal subspace estimation on random graphs
Z Zhou, F Zhou, P Li, CH Zhang
Advances in Neural Information Processing Systems 34, 20283-20294, 2021
32021
A Fourier Analytical Approach to Estimation of Smooth Functions in Gaussian Shift Model
F Zhou, P Li
arXiv preprint arXiv:1911.02010, 2019
32019
Principal subspace estimation under information diffusion
F Zhou, P Li, Z Zhou
International Conference on Artificial Intelligence and Statistics, 3205-3213, 2021
22021
Reducing global reductions in large-scale distributed training
G Cong, CC Yang, F Zhou
Workshop Proceedings of the 48th International Conference on Parallel …, 2019
22019
Nonparametric estimation of low rank matrix valued function
F Zhou
Electronic Journal of Statistics 13 (2), 3851-3892, 2019
22019
Optimal estimation of high dimensional smooth additive function based on noisy observations
F Zhou, P Li
International Conference on Machine Learning, 12813-12823, 2021
12021
Universal Bias Reduction in Estimation of Smooth Additive Function in High Dimensions
F Zhou, P Li, CH Zhang
International Conference on Algorithmic Learning Theory, 1555-1578, 2023
2023
A product-CLT and its application in invariance principle of random projection
JT Duan, I Popescu, F Zhou
arXiv preprint arXiv:2106.14825, 2021
2021
An invariance principle of Random projection
J Duan, I Popescu, F Zhou
arXiv preprint arXiv:2106.14825, 2021
2021
STATISTICAL INFERENCE FOR HIGH DIMENSIONAL DATA WITH LOW RANK STRUCTURE
F Zhou
Georgia Institute of Technology, 2018
2018
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