28 citations · 101 across the 12 of their papers we have counts for
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3 papers · 1 filter
cs.LG2020★ 22 cited
Gaussian Process Regression with Local Explanation
Yuya Yoshikawa, Tomoharu Iwata
Gaussian process regression (GPR) is a fundamental model used in machine learning. Owing to its accurate prediction with uncertainty and versatility in handling various data struct…
cs.LG2020★ 4 cited
Neural Generators of Sparse Local Linear Models for Achieving both Accuracy and Interpretability
Yuya Yoshikawa, Tomoharu Iwata
For reliability, it is important that the predictions made by machine learning methods are interpretable by human. In general, deep neural networks (DNNs) can provide accurate pred…
cs.CL2020★ 2 cited
Video Caption Dataset for Describing Human Actions in Japanese
Yutaro Shigeto, Yuya Yoshikawa, Jiaqing Lin +1
In recent years, automatic video caption generation has attracted considerable attention. This paper focuses on the generation of Japanese captions for describing human actions. Wh…