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Adaptive regularization with cubics on manifolds
Authors:Agarwal  Naman  Boumal  Nicolas  Bullins  Brian  Cartis  Coralia
Institution:1.Google Research, Princeton, NJ, USA
;2.Department of Mathematics, Princeton University, Princeton, NJ, USA
;3.Toyota Technological Institute at Chicago, Chicago, IL, USA
;4.Mathematical Institute, University of Oxford, Oxford, UK
;
Abstract:Mathematical Programming - Adaptive regularization with cubics (ARC) is an algorithm for unconstrained, non-convex optimization. Akin to the trust-region method, its iterations can be thought of as...
Keywords:
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