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Applied Machine Learning - INFR11211 AML: Optimisation - Gradient Descent Part 2/3
Course Code
INFR11211 Licence Type
All rights reserved The University of Edinburgh
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Applied Machine Learning - INFR11211 AML: Optimisation - ML Optimisation Part 1/3
Course Code
INFR11211 Licence Type
All rights reserved The University of Edinburgh
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Recent Advances in Numerical Linear Algebra for PDEs, Optimisation, and Data Assimilation Spectral Element Methods and Iterative Solvers for PDE-Constrained Optimisation Problems Jonna Roden…
Publisher
Ollie Quinn Licence Type
All rights reserved Language
English Date Created
April 22nd, 2022
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Dr Rupsha Fraser
Licence Type
Creative Commons - Attribution Non Commercial Share A Like
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EUROPT Summer School 2021 Monday 20 August to Wednesday 1 Sept 2021 Robust optimisation: The need, the challenge, the achievements - Lecture 1 Aharon Ben-Tal (Technion - Israel Institute of…
Licence Type
All rights reserved Language
english Date Created
August 30th, 2021 Retain Source File
Yes
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Batch and Online Learning
Licence Type
Creative Commons - Attribution
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Gradient Descent Problems
Licence Type
Creative Commons - Attribution
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Summary
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Creative Commons - Attribution
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Advanced Topics Not Covered
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Creative Commons - Attribution
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“Bold Driver” Gradient Descent
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Creative Commons - Attribution
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Step size
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Creative Commons - Attribution
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Numerical Optimisation
Licence Type
Creative Commons - Attribution
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Gradient Descent Algorithm
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Creative Commons - Attribution
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Role of Derivatives
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Creative Commons - Attribution
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Error functions
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Creative Commons - Attribution
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Smooth error functions
Licence Type
Creative Commons - Attribution
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