Machine Learning from Weak Supervision Hardcover by Masashi Sugiyama, Han Bao, Takashi Ishida, Nan Lu, Tomoya Sakai, and Gang Niu Condition:New Aside from developing the illustrations

Machine Learning from Weak Supervision Hardcover by Masashi Sugiyama, Han Bao, Takashi Ishida, Nan Lu, Tomoya Sakai, and Gang Niu Condition:New Aside from developing the illustrationsProduct Details Publisher: The MIT Press (2022 08 23) Language: English Paperback: 320 pages ISBN 13: 9780262047074 Item Weight: 751. 28 grams Dimensions: 9. 25 x 7. 12 x 0. 74 cm Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization. Standard machine learning techniques require large amounts of labeled data to work well. When we apply machine learning to problems

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