Bin Li

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 12

Top Topics

Kernel Regression

Reinforcement Learning

Nadaraya Watson

Portfolio Selection

Top Venues

ACM Trans. Knowl. Discov. Data

IEEE Trans. Knowl. Data Eng.

Publications

Yifan Zhang, Peilin Zhao, Qingyao Wu, Bin Li, Junzhou Huang, Mingkui Tan
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning (Extended Abstract). ICDE (2023)
Yifan Zhang, Peilin Zhao, Qingyao Wu, Bin Li, Junzhou Huang, Mingkui Tan
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li
Sparse online relative similarity learning. CoRR (2021)
Yifan Zhang, Peilin Zhao, Qingyao Wu, Bin Li, Junzhou Huang, Mingkui Tan
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning. CoRR (2020)
Doyen Sahoo, Steven C. H. Hoi, Bin Li
Large Scale Online Multiple Kernel Regression with Application to Time-Series Prediction. ACM Trans. Knowl. Discov. Data 13 (1) (2019)
Dingjiang Huang, Shunchang Yu, Bin Li, Steven C. H. Hoi, Shuigeng Zhou
Combination Forecasting Reversion Strategy for Online Portfolio Selection. ACM Trans. Intell. Syst. Technol. 9 (5) (2018)
Bin Li, Doyen Sahoo, Steven C. H. Hoi
OLPS: A Toolbox for On-Line Portfolio Selection. J. Mach. Learn. Res. 17 (2016)
Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou
Robust Median Reversion Strategy for Online Portfolio Selection. IEEE Trans. Knowl. Data Eng. 28 (9) (2016)
Bin Li, Steven C. H. Hoi, Doyen Sahoo, Zhiyong Liu
Moving average reversion strategy for on-line portfolio selection. Artif. Intell. 222 (2015)
Dingjiang Huang, Yan Zhu, Bin Li, Shuigeng Zhou, Steven C. H. Hoi
Semi-Universal Portfolios with Transaction Costs. IJCAI (2015)
Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li
Sparse Online Relative Similarity Learning. ICDM (2015)
Xiao Yu, Jin Liu, Xiao Liu, Chuanxiang Ma, Bin Li
A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm. ICA3PP (2) (2015)
Bin Li, Steven C. H. Hoi
Online portfolio selection: A survey. ACM Comput. Surv. 46 (3) (2014)
Peilin Zhao, Steven C. H. Hoi, Jialei Wang, Bin Li
Online Transfer Learning. Artif. Intell. 216 (2014)
Doyen Sahoo, Steven C. H. Hoi, Bin Li
Online multiple kernel regression. KDD (2014)
Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan
Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection. ACM Trans. Knowl. Discov. Data 7 (1) (2013)
Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou
Robust Median Reversion Strategy for On-Line Portfolio Selection. IJCAI (2013)
Bin Li, Steven C. H. Hoi
On-Line Portfolio Selection with Moving Average Reversion. ICML (2012)
Bin Li, Steven C. H. Hoi
On-Line Portfolio Selection: A Survey CoRR (2012)
Bin Li, Peilin Zhao, Steven C. H. Hoi, Vivekanand Gopalkrishnan
PAMR: Passive aggressive mean reversion strategy for portfolio selection. Mach. Learn. 87 (2) (2012)
Bin Li, Steven C. H. Hoi
On-Line Portfolio Selection with Moving Average Reversion CoRR (2012)
Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan
Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection. AISTATS (2011)
Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan
CORN: Correlation-driven nonparametric learning approach for portfolio selection. ACM Trans. Intell. Syst. Technol. 2 (3) (2011)