| 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 | 246 | 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 | 32 | 2019 |
| 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 | 6 | 2019 |
| 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 | 5 | 2018 |
| 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 | 5 | 2017 |
| High-order statistical functional expansion and its application to some nonsmooth problems F Zhou, P Li, CH Zhang arXiv preprint arXiv:2112.15591, 2021 | 3 | 2021 |
| 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 | 3 | 2021 |
| A Fourier Analytical Approach to Estimation of Smooth Functions in Gaussian Shift Model F Zhou, P Li arXiv preprint arXiv:1911.02010, 2019 | 3 | 2019 |
| Principal subspace estimation under information diffusion F Zhou, P Li, Z Zhou International Conference on Artificial Intelligence and Statistics, 3205-3213, 2021 | 2 | 2021 |
| Reducing global reductions in large-scale distributed training G Cong, CC Yang, F Zhou Workshop Proceedings of the 48th International Conference on Parallel …, 2019 | 2 | 2019 |
| Nonparametric estimation of low rank matrix valued function F Zhou Electronic Journal of Statistics 13 (2), 3851-3892, 2019 | 2 | 2019 |
| Optimal estimation of high dimensional smooth additive function based on noisy observations F Zhou, P Li International Conference on Machine Learning, 12813-12823, 2021 | 1 | 2021 |
| 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 JT Duan, I Popescu, F Zhou arXiv e-prints, arXiv: 2106.14825, 2021 | | 2021 |
| STATISTICAL INFERENCE FOR HIGH DIMENSIONAL DATA WITH LOW RANK STRUCTURE F Zhou Georgia Institute of Technology, 2018 | | 2018 |
Guojing Congsenior research scientist, ORNLVerified email at ornl.gov
