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convex-optimization-class
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APPM 5630 at CU Boulder
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convex-optimization-class
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# Advanced Convex Optimization class APPM 5630 at CU Boulder Prof. Becker, Spring 2025. Meeting time: MWF 11:15 -- 12:05 PM, DUAN G2B21 Office hours: - Mon 3-4:30 and Thursday 1-2:30, hybrid (in my office or via zoom; see Canvas for zoom link) - Our TA Nic Rummel's office hours are Thurs 4:30-5:30 This repo contains in-class demos and some homework solutions (much of it is from Spring 2023 and 2021 or even Fall 2018 when this class was taught as a special topics course 4720/5720) - Here is the [class policy/procedures](policies.md) document (and if you need it for some reason, the [2018 policies/syllabus (PDF)](APPM4720_5720_Fall2018_Syllabus.pdf)). - Here is the [syllabus (details on the content)](syllabus.md) document (and if you need it, the [day-by-day schedule](Fall2018_day-by-day_schedule.pdf) from Fall 2018 has even more details on what we covered) List of previous semesters' class projects - [2023 class projects](SlideshowAllPresentations_5630_Spring23.pdf) - [2021 class projects](SlideshowAllPresentations_5630_Spring21.pdf) - [2018 class projects](SlideshowAllPresentations_4720Fall18.pdf) - [2017 class projects](SlideshowAllPresentations_4720Spr17.pdf). We will follow instructors' notes. The supplementary texts we used most often: - [Convex Optimization by Boyd and Vandenberghe](http://www.stanford.edu/~boyd/cvxbook/), Cambridge University Press 2004 - [First-Order Methods in Optimization by Amir Beck](https://epubs.siam.org/doi/book/10.1137/1.9781611974997), SIAM 2017, see also [SIAM website](http://bookstore.siam.org/mo25/) - [Convex Analysis and Monotone Operator Theory in Hilbert Spaces by Bauschke and Combettes](https://link.springer.com/book/10.1007%2F978-3-319-48311-5), 2nd edition, Springer 2017 More details on textbooks in the [syllabus](syllabus.md).
