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lecture 26 Large-scale optimization (guest).

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recitation 11

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lecture 25 Nonconvex No problem!

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lecture 24 coordinate descent

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lecture 23 dual methods and admm

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recitation 10

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lecture 22 independent component analysis

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recitation 9

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lecture 21 putting it together

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lecture 20 matrix differentials and ICA

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lecture 19 Putting it all together

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lecture 18 semidefinite programming

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lecture 18 semidefinite programming

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recitation 8

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lecture 17 barrier methods

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lecture 16 interior point methods 2

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recitation 06 quasi-newton, duality, and kkt

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recitation 7 duality kkt

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lecture 15 interior point methods 1

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lecture 14 duality uses and correspondences

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lecture 13 KKT conditions

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lecture 12 duality

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recitation 5

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lecture 11 Quasi-Newton

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lecture 10 conjugate gradient

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recitation 4 nuclear norm prox operator and alternating projection

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lecture 09 Newton Method

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recitation 3 subgradient, dual norm, and steepest descent

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lecture 08 generalized gradient descent and acceleration

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lecture 07 subgradient method

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