Exploring Representativeness and Informativeness for Active Learning
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DOI: 10.1109/tcyb.2015.2496974
Abstract: How can we find a general way to choose the most suitable samples for training a classifier? Even with very limited prior information? Active learning, which can be regarded as an iterative optimization procedure, plays… read more here.
Keywords: active learning; informativeness; triple measures; exploring representativeness ... See more keywords