Large-Scale Convex Optimization via Monotone Operators (Draft)

by Ryu and Yin
LSCOMO book image 

Large-Scale Convex Optimization via Monotone Operators (Draft)
by Ernest K. Ryu and Wotao Yin

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This is the draft of Large-Scale Convex Optimization via Monotone Operators. Please let us know if you have any suggestions or have found any mistakes.

The draft of this book has been used in SNU's 3341.454 (Mathematical and Numerical Optimization) and UCLA's Math 285J (A First Course on Large-Scale Optimization Methods).

Lecture Slides

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Lecture Videos

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Additional materials

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