45 citations · 103 across the 13 of their papers we have counts for
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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…
stat.ML2016★ 36 cited
Localized Lasso for High-Dimensional Regression
Makoto Yamada, Koh Takeuchi, Tomoharu Iwata +2
We introduce the localized Lasso, which is suited for learning models that are both interpretable and have a high predictive power in problems with high dimensionality and smal…