Lecture

Manopt: Optimization on Manifolds

In course

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Description

This lecture introduces Manopt, a toolbox for optimization on manifolds. It covers topics such as checking gradients and Hessians, calling solvers, and ways to define cost, gradient, and Hessian functions. The lecture also discusses the use of counters during optimization and the importance of manual caching for efficient computation.

Official source

https://mediaspace.epfl.ch/media/0_m31plubz

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Ontological neighbourhood

Mathematics

Analysis: Numerical analysis, Calculus

Geometry: Differential geometry

Algebra: Linear algebra

Economics

Microeconomics: Financial economics, Labor economics

Theoretical computer science

Theory of computation: Computational complexity theory

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