14 citations · 46 across the 25 of their papers we have counts for
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stat.ML2017
Finding Statistically Significant Interactions between Continuous Features
Mahito Sugiyama, Karsten Borgwardt
The search for higher-order feature interactions that are statistically significantly associated with a class variable is of high relevance in fields such as Genetics or Healthcare…
stat.ME2017★ 5 cited
Tensor Balancing on Statistical Manifold
Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
We solve tensor balancing, rescaling an Nth order nonnegative tensor by multiplying N tensors of order N - 1 so that every fiber sums to one. This generalizes a fundamental process…