Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling
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DOI: 10.1109/tkde.2021.3132622
Abstract: Most existing approaches often utilize the pre-fixed structure and large number of labeled data for training complex deep models, which are difficult to implement on incremental scenarios. As a matter of fact, real-world data is… read more here.
Keywords: streaming data; cost effective; capacity; deep model ... See more keywords