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Convex Analysis

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Preconditioned Proximal Point Methods | Re-Live of the 27th lecture

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The Proximal Point Algorithm | Re-Live of the 26th lecture

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Relaxed Mann Iterations | Re-Live of the 25th lecture

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Resolvents and non-expansive operators | Re-Live of the 24th lecture

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Monotone Operators | Re-Live of the 23rd lecture

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Analysis of the Proximal Gradient Method and its Acceleration | Re-Live of the 22nd lecture

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Accelerated Gradient Descent | Re-Live of the 21st lecture

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Subgradient Method and Gradient Descent | Re-Live of the 20th lecture

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More Worst Case Analysis | Re-Live of the 19th lecture

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Convergence Rates and Worst Case Analysis | Re-Live of the 18th lecture

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Classes of Optimisation Problems | Re-Live of the 17th lecture

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Examples of Duality & Optimality Systems | Re-Live of the 16th lecture

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Fenchel-Rockafellar Duality | Re-Live of the 15th lecture

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Conjugation calculus | Re-Live of the 14th lecture

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Convex conjugation | Re-Live of the 13th lecture

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