Bird's-eye view and aims

In course

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Description

This lecture introduces the concept of optimization on manifolds, focusing on the unit sphere. It covers the meaning of smoothness, tools needed to solve optimization problems, and the notion of gradient. The instructor discusses advanced optimization algorithms using Hessians, Riemannian connections, and trust-region methods.

In MOOC

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_ioz08grf

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Ontological neighbourhood

Mathematics

Geometry: Differential geometry

Topology: Manifolds

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