Riemannian Projection-free Online Learning
Riemannian Projection-free Online Learning
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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The projection operation is a critical component in a wide range of optimization algorithms, such as online gradient descent (OGD), for enforcing constraints and achieving optimal regret bounds. However, it suffers from computational complexity limitations in high-dimensional settings or when dealing with ill-conditioned constraint sets. Projection...
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Riemannian Projection-free Online Learning
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TN_cdi_proquest_journals_2821493057
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2821493057
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E-ISSN
2331-8422
