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Robust optimisation: The need, the challenge, the achievements - Lecture 1 - Aharon Ben-Tal

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…

From  Liam Holligan on August 30th, 2021 0 likes 61 plays 0  

Batch and Online Learning

Batch and Online Learning

From  Nigel Goddard on September 18th, 2016 1 likes 2,606 plays 0  

Gradient Descent Problems

Gradient Descent Problems

From  Nigel Goddard on September 18th, 2016 1 likes 2,280 plays 0  

Summary

Summary

From  Nigel Goddard on September 18th, 2016 2 likes 1,616 plays 0  

Advanced Topics Not Covered

Advanced Topics Not Covered

From  Nigel Goddard on September 18th, 2016 1 likes 1,829 plays 0  

“Bold Driver” Gradient Descent

“Bold Driver” Gradient Descent

From  Nigel Goddard on September 18th, 2016 1 likes 2,620 plays 0  

Step size

Step size

From  Nigel Goddard on September 18th, 2016 1 likes 2,235 plays 0  

Numerical Optimisation

Numerical Optimisation

From  Nigel Goddard on September 18th, 2016 1 likes 2,384 plays 0  

Gradient Descent Algorithm

Gradient Descent Algorithm

From  Nigel Goddard on September 18th, 2016 1 likes 2,442 plays 0  

Role of Derivatives

Role of Derivatives

From  Nigel Goddard on September 18th, 2016 1 likes 2,358 plays 0  

Error functions

Error functions

From  Nigel Goddard on September 18th, 2016 1 likes 2,590 plays 0  

Smooth error functions

Smooth error functions

From  Nigel Goddard on September 18th, 2016 1 likes 2,358 plays 0  

Optimisation in Machine Learning

Optimisation in Machine Learning

From  Nigel Goddard on September 18th, 2016 1 likes 2,714 plays 0  

Topic Overview

Topic Overview

From  Nigel Goddard on September 18th, 2016 1 likes 2,666 plays 0