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Density-ratio matching under the Bregman divergence: a unified framework of density-ratio estimation
Sugiyama, Masashi; Suzuki, Taiji; Kanamori, Takafumi - In: Annals of the Institute of Statistical Mathematics : AISM 64 (2012) 5, pp. 1009-1045
Persistent link: https://www.econbiz.de/10009997802
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Direct importance estimation for covariate shift adaptation
Sugiyama, Masashi; Suzuki, Taiji; Nakajima, Shinichi; … - In: Annals of the Institute of Statistical Mathematics : AISM 60 (2008) 4, pp. 699-746
Persistent link: https://www.econbiz.de/10008140183
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A new algorithm of non-Gaussian component analysis with radial kernel functions
Kawanabe, Motoaki; Sugiyama, Masashi; Blanchard, Gilles; … - In: Annals of the Institute of Statistical Mathematics : AISM 59 (2007) 1, pp. 57-76
Persistent link: https://www.econbiz.de/10007609518