| A sufficient condition for convergences of adam and rmsprop F Zou, L Shen, Z Jie, W Zhang, W Liu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 92 | 2019 |
| Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction W Zhang, B Hong, W Liu, J Ye, D Cai, X He, J Wang Journal of Machine Learning Research 20 (121), 1-39, 2019 | 24 | 2019 |
| Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction W Zhang, B Hong, W Liu, J Ye, D Cai, X He, J Wang Thirty-fourth International Conference on Machine Learning, 2017 | 16 | 2017 |
| Sparse learning with stochastic composite optimization W Zhang, L Zhang, Z Jin, R Jin, D Cai, X Li, R Liang, X He IEEE transactions on pattern analysis and machine intelligence 39 (6), 1223-1236, 2016 | 15 | 2016 |
| Sparse learning for stochastic composite optimization W Zhang, L Zhang, Y Hu, R Jin, D Cai, X He Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 893, 2014 | 15 | 2014 |
| Hierarchical attention-based recurrent highway networks for time series prediction Y Tao, L Ma, W Zhang, J Liu, W Liu, Q Du arXiv preprint arXiv:1806.00685, 2018 | 14 | 2018 |
| Functional Annotation of Human Protein Coding Isoforms via Non-convex Multi-Instance Learning T Luo, W Zhang, S Qiu, Y Yang, D Yi, G Wang, J Ye, J Wang Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 14 | 2017 |
| Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning X Yan, W Zhang, L Ma, W Liu, Q Wu Advances in Neural Information Processing Systems, 1580-1590, 2018 | 12 | 2018 |
| Accelerated Sparse Linear Regression via Random Projection W Zhang, L Zhang, R Jin, D Cai, X He | 9 | 2016 |
| Convex formulation of overparameterized deep neural networks C Fang, Y Gu, W Zhang, T Zhang arXiv preprint arXiv:1911.07626, 2019 | 8 | 2019 |
| Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks W Zhang, T Luo, S Qiu, J Ye, D Cai, X He, J Wang IEEE Transactions on Knowledge and Data Engineering 30 (11), 2145-2156, 2018 | 5 | 2018 |
| How to Characterize The Landscape of Overparameterized Convolutional Neural Networks Y Gu, W Zhang, C Fang, JD Lee, T Zhang Advances in Neural Information Processing Systems 33, 2020 | 1 | 2020 |
| Safe Element Screening for Submodular Function Minimization W Zhang, B Hong, L Ma, W Liu, T Zhang Thirty-fifth International Conference on Machine Learning, 2018 | 1 | 2018 |
Xiaofei HeProfessor of Computer Science, Zhejiang UniversityVerified email at cad.zju.edu.cn
