Learning with Feature and Distribution Evolvable Streams

Zhenyu Zhang, Peng Zhao, Yuan Jiang, Zhi-Hua Zhou

Abstract: In many real-world applications, data are collected in the form of a stream, whose feature space can evolve over time. For instance, in the environmental monitoring task, features can be dynamicall...