Bin Li

According to our database, Bin Li authored at least 21 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning (Extended Abstract).

Yifan Zhang, Peilin Zhao, Qingyao Wu, Bin Li, Junzhou Huang, Mingkui Tan

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning.

Yifan Zhang, Peilin Zhao, Qingyao Wu, Bin Li, Junzhou Huang, Mingkui Tan

IEEE Trans. Knowl. Data Eng., 2022

2019

Large Scale Online Multiple Kernel Regression with Application to Time-Series Prediction.

Doyen Sahoo, Steven C. H. Hoi, Bin Li

ACM Trans. Knowl. Discov. Data, 2019

2018

Combination Forecasting Reversion Strategy for Online Portfolio Selection.

Dingjiang Huang, Shunchang Yu, Bin Li, Steven C. H. Hoi, Shuigeng Zhou

ACM Trans. Intell. Syst. Technol., 2018

2016

Robust Median Reversion Strategy for Online Portfolio Selection.

Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou

IEEE Trans. Knowl. Data Eng., 2016

OLPS: A Toolbox for On-Line Portfolio Selection.

Bin Li, Doyen Sahoo, Steven C. H. Hoi

J. Mach. Learn. Res., 2016

2015

Moving average reversion strategy for on-line portfolio selection.

Bin Li, Steven C. H. Hoi, Doyen Sahoo, Zhiyong Liu

Artif. Intell., 2015

Semi-Universal Portfolios with Transaction Costs.

Dingjiang Huang, Yan Zhu, Bin Li, Shuigeng Zhou, Steven C. H. Hoi

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Sparse Online Relative Similarity Learning.

Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm.

Xiao Yu, Jin Liu, Xiao Liu, Chuanxiang Ma, Bin Li

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014

Online portfolio selection: A survey.

Bin Li, Steven C. H. Hoi

ACM Comput. Surv., 2014

Online Transfer Learning.

Peilin Zhao, Steven C. H. Hoi, Jialei Wang, Bin Li

Artif. Intell., 2014

Online multiple kernel regression.

Doyen Sahoo, Steven C. H. Hoi, Bin Li

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

On-line portfolio selection

Bin Li

PhD thesis, 2013

Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection.

Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan

ACM Trans. Knowl. Discov. Data, 2013

Robust Median Reversion Strategy for On-Line Portfolio Selection.

Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou

Proceedings of the IJCAI 2013, 2013

2012

PAMR: Passive aggressive mean reversion strategy for portfolio selection.

Bin Li, Peilin Zhao, Steven C. H. Hoi, Vivekanand Gopalkrishnan

Mach. Learn., 2012

On-Line Portfolio Selection: A Survey

Bin Li, Steven C. H. Hoi

CoRR, 2012

On-Line Portfolio Selection with Moving Average Reversion.

Bin Li, Steven C. H. Hoi

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

CORN: Correlation-driven nonparametric learning approach for portfolio selection.

Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan

ACM Trans. Intell. Syst. Technol., 2011

Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection.

Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011