14 citations · 46 across the 25 of their papers we have counts for
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stat.ML2016
Selective Inference Approach for Statistically Sound Predictive Pattern Mining
Shinya Suzumura, Kazuya Nakagawa, Mahito Sugiyama +2
Discovering statistically significant patterns from databases is an important challenging problem. The main obstacle of this problem is in the difficulty of taking into account the…
cs.IT2016★ 4 cited
Information Decomposition on Structured Space
Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
We build information geometry for a partially ordered set of variables and define the orthogonal decomposition of information theoretic quantities. The natural connection between i…