Lecture

Primal-dual Optimization: Extra-Gradient Method

In course

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Description

This lecture covers primal-dual optimization, focusing on the Extra-Gradient Method for solving min-max optimization problems. It discusses various cases, algorithms like Proximal-Point, Extra-gradient, and Mirror-Prox, convergence properties, and applications to smooth unconstrained minimax optimization.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_y0qn6ynd

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Ontological neighbourhood

Theoretical computer science

Algorithms and data structures: Combinatorial optimization

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