101 citations · 346 across the 24 of their papers we have counts for
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cs.LG2018★ 4 cited
Knowledge-Based Distant Regularization in Learning Probabilistic Models
Naoya Takeishi, Kosuke Akimoto
Exploiting the appropriate inductive bias based on the knowledge of data is essential for achieving good performance in statistical machine learning. In practice, however, the doma…
cs.CL2018★ 3 cited
Dynamic and Static Topic Model for Analyzing Time-Series Document Collections
Rem Hida, Naoya Takeishi, Takehisa Yairi +1
For extracting meaningful topics from texts, their structures should be considered properly. In this paper, we aim to analyze structured time-series documents such as a collection…