Hanyang Peng

2019-10-14

Research method: machine learning, optimization

Journal Papers

[1] Hanyang Peng and Cheng-Lin Liu, Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss. IEEE transactions on neural networks and learning systems(TNNLS), 2019 99: 1-15. (中科院一区, IF=11.683)
[2] Hanyang Peng and Yong Fan, Feature Selection by Optimizing a Lower Bound of Conditional Mutual Information, Information Science, 2017, 418: 652-667. (中科院一区 , 当期 spotlight, IF=5.524)
[3] Hanyang Peng and Yong Fan, A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization, AAAI Conference on Artificial Intelligence (AAAI), 2017, 2471-2477. (CCF A类会议论文 )
[4] Hanyang Peng and Yong Fan, Direct Sparsity Optimization Based Feature Selection for Multi-Class Classification. International Joint Conference on Artificial Intelligence (IJCAI), 2016, 1918-1926. (CCF A类会议论文 )
[5] 彭涵阳 吴建华, 张海信和徐心和,一种基于时间序列的 CCM BUCK变换器瞬态精确解析分析方法 , 电子学报 , 2008.

Research

国家自然科学青年基金 ——面向大规模机器学习的高效优化算法研究 2019.01 – 2022.12
中国博士后基金 ——深度学习中的新型随机梯度下降优化法研究 2018.07 – 2019.07