184 citations · 577 across the 31 of their papers we have counts for
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stat.ML2017★ 1 cited
On Estimation of Conditional Modes Using Multiple Quantile Regressions
Hirofumi Ohta, Satoshi Hara
We propose an estimation method for the conditional mode when the conditioning variable is high-dimensional. In the proposed method, we first estimate the conditional density by so…
stat.ML2017
Consistent Nonparametric Different-Feature Selection via the Sparsest -Subgraph Problem
Satoshi Hara, Takayuki Katsuki, Hiroki Yanagisawa +4
Two-sample feature selection is the problem of finding features that describe a difference between two probability distributions, which is a ubiquitous problem in both scientific a…