Towards maximizing the area under the ROC curve for multi-class classification problems

Ke Tang , Tianshi Chen , Rui Wang
national conference on artificial intelligence 483 -488

20
2011
Increasingly cautious optimism for practical PAC-MDP exploration

Xin Yao , Ke Tang , Liangpeng Zhang
international conference on artificial intelligence 4033 -4040

2015
Active learning from crowds with unsure option

Ke Tang , Jinhong Zhong , Zhi-Hua Zhou
international conference on artificial intelligence 1061 -1067

54
2015
Experience-based Optimization: A Coevolutionary Approach.

Xin Yao , Ke Tang , Shengcai Liu
arXiv: Neural and Evolutionary Computing

5
2017
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning

Xin Yao , Ke Tang , Liangpeng Zhang
neural information processing systems 30 1804 -1814

1
2017
Subset Selection under Noise

Chao Qian , Ke Tang , Zhi-Hua Zhou , Yang Yu
neural information processing systems 30 3560 -3570

57
2017
On Multiset Selection With Size Constraints.

Chao Qian , Xin Yao , Ke Tang , Yibo Zhang
national conference on artificial intelligence 1395 -1402

9
2018
Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities

Ke Tang , Yunwen Lei
neural information processing systems 31 1519 -1529

7
2018
A Parallel Divide-and-Conquer based Evolutionary Algorithm for Large-scale Optimization.

Xin Yao , Ke Tang , Peng Yang
arXiv: Neural and Evolutionary Computing

35
2018
DynWalks: Global Topology and Recent Changes Awareness Dynamic Network Embedding.

Ke Tang , Shan He , Han Zhang , Chengbin Hou
arXiv: Social and Information Networks

6
2019
Optimal Stochastic and Online Learning with Individual Iterates

Ding-Xuan Zhou , Ke Tang , Peng Yang , Yunwen Lei
neural information processing systems 32 5415 -5425

3
2019
Explicit Planning for Efficient Exploration in Reinforcement Learning

Xin Yao , Ke Tang , Liangpeng Zhang
neural information processing systems 32 7486 -7495

8
2019
Parallel Exploration via Negatively Correlated Search.

Xin Yao , Ke Tang , Peng Yang , Qi Yang
arXiv: Neural and Evolutionary Computing

7
2019
Evolutionary Reinforcement Learning via Cooperative Coevolutionary Negatively Correlated Search.

Ke Tang , Peng Yang , Hu Zhang , Mingjia Li
arXiv: Neural and Evolutionary Computing

6
2020
Turning High-Dimensional Optimization Into Computationally Expensive Optimization

Xin Yao , Ke Tang , Peng Yang
IEEE Transactions on Evolutionary Computation 22 ( 1) 143 -156

79
2018
Negatively Correlated Search

Xin Yao , Ke Tang , Peng Yang
IEEE Journal on Selected Areas in Communications 34 ( 3) 542 -550

67
2016