89 citations · 171 across the 7 of their papers we have counts for
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cs.LG2019★ 89 cited
When does Diversity Help Generalization in Classification Ensembles?
Yijun Bian, Huanhuan Chen
Ensembles, as a widely used and effective technique in the machine learning community, succeed within a key element -- "diversity." The relationship between diversity and generaliz…
cs.LG2019★ 26 cited
Sub-Architecture Ensemble Pruning in Neural Architecture Search
Yijun Bian, Qingquan Song, Mengnan Du +3
Neural architecture search (NAS) is gaining more and more attention in recent years due to its flexibility and remarkable capability to reduce the burden of neural network design.…