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| + | ==== Convex Optimization ==== | ||
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| == Course information == | == Course information == | ||
| * Instructor: Xiaohui Xie | * Instructor: Xiaohui Xie | ||
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| Modeling and application | Modeling and application | ||
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| * [[http://www.ics.uci.edu/~xhx/courses/ConvexOpt/projects/stochastic_subgradient_methods.pdf | Stochastic subgradient methods]] | * [[http://www.ics.uci.edu/~xhx/courses/ConvexOpt/projects/stochastic_subgradient_methods.pdf | Stochastic subgradient methods]] | ||
| * [[http://www.ics.uci.edu/~xhx/courses/ConvexOpt/projects/stochastic_subgradient_methods_report.pdf | more details]] | * [[http://www.ics.uci.edu/~xhx/courses/ConvexOpt/projects/stochastic_subgradient_methods_report.pdf | more details]] | ||
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| * [[http://www.ics.uci.edu/~xhx/courses/ConvexOpt/projects/Multitask_Feature_Learning.pdf|Multitask feature learning]] | * [[http://www.ics.uci.edu/~xhx/courses/ConvexOpt/projects/Multitask_Feature_Learning.pdf|Multitask feature learning]] | ||
| * [[http://www.ics.uci.edu/~xhx/courses/ConvexOpt/projects/Multitask_Feature_Learning_report.pdf | More details]] | * [[http://www.ics.uci.edu/~xhx/courses/ConvexOpt/projects/Multitask_Feature_Learning_report.pdf | More details]] | ||
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| == Key dates == | == Key dates == | ||
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| * Final exam: Mar 15, 4:00-6:00pm (Bring one examination blue book!) | * Final exam: Mar 15, 4:00-6:00pm (Bring one examination blue book!) | ||
| * Final project due: Mar 18, 5pm, hard copy in Bren Hall 4058 | * Final project due: Mar 18, 5pm, hard copy in Bren Hall 4058 | ||