Leiden University Scholarly Publications

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Hoeven, D. van der (2021)

The many faces of online learning

Doctoral Thesis
In this dissertation several settings in the Online Learning framework are studied. The first chapter serves as an introduction to the relevant settings in Online Learning and in the subsequent chapters new results and insights are given for both full-information and bandit information settings.
Online Convex Optimization
Bandit Optimization
Adaptive Algorithms
Online Classification
All authors
Hoeven, D. van der
Supervisor
Grünwald, P.D.
Co-supervisor
Erven, T.A.L. van
Committee
Cesa-Bianchi, N.; Koolen, W.M.; Pas, S.L. van der; Edixhoven, S.J.; Eliel, E.R.
Qualification
Doctor (dr.)
Awarding Institution
Mathematical Institute (MI) , Faculty of Science , Leiden University
Date
2021-03-04