Masashi Sugiyama
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Statistical Reinforcement Learning: Modern Machine Learning Approaches (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
Sugiyama, Masashi
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Machine Learning from Weak Supervision: An Empirical Risk Minimization Approach (Adaptive Computation and Machine Learning series)
Sugiyama, Masashi; Bao, Han; Ishida, Takashi; Lu, Nan; Sakai, Tomoya
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Variational Bayesian Learning Theory
Nakajima, Shinichi; Watanabe, Kazuho; Sugiyama, Masashi
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Density Ratio Estimation in Machine Learning
Masashi Sugiyama; Taiji Suzuki; Takafumi Kanamori
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Machine Learning in Non-Stationary Environments: Introduction to Covariate Shift Adaptation (Adaptive Computation and Machine Learning)
Sugiyama, Masashi; Kawanabe, Motoaki
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Introduction to Statistical Machine Learning
Sugiyama Ph.D., Masashi
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