Bilevel Online Deep Learning in Non-stationary EnvironmentInternational Conference on Artificial Neural Networks (ICANN), 2022 |
Adaptive Online Incremental Learning for Evolving Data StreamsApplied Soft Computing (Appl Soft Comput), 2021 |
Online Adaptive Asymmetric Active Learning with Limited BudgetsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2019 |
Confidence-Weighted Bipartite RankingInternational Conference on Advanced Data Mining and Applications (ADMA), 2016 |
Machine Learning in Wireless Sensor Networks: Algorithms, Strategies,
and ApplicationsIEEE Communications Surveys and Tutorials (COMST), 2014 |
Active Learning with Expert AdviceConference on Uncertainty in Artificial Intelligence (UAI), 2013 |