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On Multi-View Active Learning and the Combination with Semi-Supervised Learning
Zhi-Hua Zhou
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Oznake: computer science;machine learning;semi-supervised learning;active learning
Multi-view learning has become a hot topic during the past few years. In this paper, we first characterize the sample complexity of multi-view active learning. Under the α-expansion assumption, we get an exponential improvement in the sample complexity from usual Õ(1/ε) to Õ(log 1/ε), requiring neit ...
Leto: 2008 Vir: videolectures.net
Št. zadetkov: 1
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