Titlebook: Machine Learning and Knowledge Discovery in Databases. Research Track; European Conference, Albert Bifet,Jesse Davis,Indrė Žliobaitė Confer

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Harnessing Superclasses for Learning from Hierarchical Databasescover a diverse set of learning scenarios. Our approach does not entail any significant additional computational cost compared with the loss of cross-entropy. It improves accuracy and reduces the number of coarse errors, with predicted labels that are distant from ground-truth labels in the tree.

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Simon Malberg,Edoardo Mosca,Georg Grohl project management lessons to be learned. You‘ll also recognize recurring characters who appear in multiple stories, and you‘ll start to develop some empathy for and interest in their struggles. 978-1-4302-3834-8978-1-4302-3835-5

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