Personal information
副教授
性别:男
在职信息:在职
所在单位:计算机科学与技术学院
学历:研究生(博士)毕业
学位:工学博士学位
毕业院校:南京大学
主要研究方向为机器学习和数据挖掘,包括
大间隔方法
核方法
大规模学习算法
优化算法
Optimal margin distribution machine for multi-instance learning.Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI'20)
Optimal margin distribution machine with sparsity inducing penalty.IEEE International Conference on Big Data and Smart Computing (BigComp2020)
Optimal margin distribution learning in dynamic environments.Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI'20)
Coreset stochastic variance-reduced gradient with application to optimal margin distribution machine.Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI'19)
Optimal margin distribution machine.IEEE Transactions on Knowledge and Data Engineering (TKDE).2019