Online learning with a hint

Online learning with a hint

© 2017 Neural information processing systems foundation. All rights reserved. We study a variant of online linear optimization where the player receives a hint about the loss function at the beginning of each round. The hint is given in the form of a vector that is weakly correlated with the loss ve...

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Bibliographic Details
Main Authors: Dekel, Ofer (Author), Flajolet, Arthur (Author), Haghtalab, Nika (Author), Jaillet, Patrick (Author)
Other Authors: Massachusetts Institute of Technology. Operations Research Center (Contributor), Massachusetts Institute of Technology. Laboratory for Information and Decision Systems (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: 2021-11-08T15:22:31Z.
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