Conditional expectation

Prescribing a System of Random Variables by Conditional Distributions

R. L. Dobrushin

Citations: 606 • 1970

Least-Squares Conditional Density Estimation

Masashi Sugiyama, Ichiro Takeuchi, Taiji Suzuki, Takafumi Kanamori, Hirotaka Hachiya, Daisuke Okanohara

Citations: 63 • 2010

Conditional Density Estimation via Least-Squares Density Ratio Estimation

Masashi Sugiyama, Ichiro Takeuchi, Taiji Suzuki, Takafumi Kanamori, Hirotaka Hachiya, Daisuke Okanohara

Citations: 44 • 2010

Conditional Density Estimation with Dimensionality Reduction via Squared-Loss Conditional Entropy Minimization

Voot Tangkaratt, Ning Xie, Masashi Sugiyama

Citations: 13 • 2014

Direct conditional probability density estimation with sparse feature selection

M. Shiga, Voot Tangkaratt, Masashi Sugiyama

Citations: 10 • 2015