Provable variational inference for constrained log-submodular models

© 2018 Curran Associates Inc.All rights reserved. Submodular maximization problems appear in several areas of machine learning and data science, as many useful modelling concepts such as diversity and coverage satisfy this natural diminishing returns property. Because the data defining these functio...

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Bibliographic Details
Main Authors: Djolonga, J, Jegelka, S, Krause, A
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/132303