89 citations · 192 across the 8 of their papers we have counts for
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stat.ML2011★ 2 cited
Information-Maximization Clustering based on Squared-Loss Mutual Information
Masashi Sugiyama, Makoto Yamada, Manabu Kimura +1
Information-maximization clustering learns a probabilistic classifier in an unsupervised manner so that mutual information between feature vectors and cluster assignments is maximi…
stat.ML2011★ 28 cited
Relative Density-Ratio Estimation for Robust Distribution Comparison
Makoto Yamada, Taiji Suzuki, Takafumi Kanamori +2
Divergence estimators based on direct approximation of density-ratios without going through separate approximation of numerator and denominator densities have been successfully app…