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FPTAS for Knapsack
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Related lectures (24)
Zig Zag Lemma
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Covers the Zig Zag Lemma and the long exact sequence of relative homology.
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Manopt: Optimization on Manifolds
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Introduces Manopt, a toolbox for optimization on manifolds, covering gradient and Hessian checks, solver calls, and manual caching.
Convex Optimization: Gradient Descent
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Explores VC dimension, gradient descent, convex sets, and Lipschitz functions in convex optimization.
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