45 citations · 103 across the 13 of their papers we have counts for
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cs.LG2018★ 3 cited
Non-linear Attributed Graph Clustering by Symmetric NMF with PU Learning
Seiji Maekawa, Koh Takeuch, Makoto Onizuka
We consider the clustering problem of attributed graphs. Our challenge is how we can design an effective and efficient clustering method that precisely captures the hidden relation…
stat.ML2018★ 45 cited
Few-shot learning of neural networks from scratch by pseudo example optimization
Akisato Kimura, Zoubin Ghahramani, Koh Takeuchi +2
In this paper, we propose a simple but effective method for training neural networks with a limited amount of training data. Our approach inherits the idea of knowledge distillatio…