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Products
Statistical Reinforcement Learning: Modern Machine Learning Approaches
Masashi Sugiyama
Hardcover
• Author(s): Masashi Sugiyama • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: StatisticsReinforcement learning is a mathematical framework for developing computer agents that can learn an optimal behavior by relating gen...
View full detailsIntroduction to Statistical Machine Learning
Masashi Sugiyama
Paperback
• Author(s): Masashi Sugiyama • Publisher: Morgan Kaufmann Publishers • Publisher Imprint: Morgan Kaufmann Publishers • BISAC: Artificial Intelligence - GeneralMachine learning allows computers to learn and discern patterns without actually being...
View full detailsStatistical Reinforcement Learning: Modern Machine Learning Approaches
Masashi Sugiyama
Paperback
• Author(s): Masashi Sugiyama • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: StatisticsReinforcement learning is a mathematical framework for developing computer agents that can learn an optimal behavior by relating gen...
View full detailsDensity Ratio Estimation in Machine Learning
Masashi Sugiyama, Taiji Suzuki, Takafumi Kanamori
Hardcover
• Author(s): Masashi Sugiyama | Taiji Suzuki | Takafumi Kanamori • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Computer Vision & Pattern RecognitionMachine learning is an interdisciplinary fi...
View full detailsMachine Learning from Weak Supervision: An Empirical Risk Minimization Approach
Masashi Sugiyama
Hardcover
• Author(s): Masashi Sugiyama • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Game TheoryFundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization....
View full details