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Introduction to Online Convex Optimization, second edition
inbunden,
2022,
Engelska,
ISBN 9780262046985
New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a process. In many practical …
Machine Learning from Weak Supervision
inbunden,
2022,
Engelska,
ISBN 9780262047074
Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization. Standard machine learning techniques …