Teching Resource records
https://feeds.library.caltech.edu/people/Tropp-J-A/teching_resource.rss
A Caltech Library Repository Feedhttp://www.rssboard.org/rss-specificationpython-feedgenenTue, 16 Apr 2024 14:24:33 +0000Randomized matrix computations: themes and variations
https://authors.library.caltech.edu/records/7yade-5k351
Authors: {'items': [{'id': 'Kireeva-Anastasia', 'name': {'family': 'Kireeva', 'given': 'Anastasia'}}, {'id': 'Tropp-J-A', 'name': {'family': 'Tropp', 'given': 'Joel A.'}, 'orcid': '0000-0003-1024-1791'}]}
Year: 2023
DOI: 10.7907/7yade-5k351
<p class="p1">This short course offers a new perspective on randomized algorithms for matrix computations. It explores the distinct ways in which probability can be used to design algorithms for numerical linear algebra. Each design template is illustrated by its application to several computational problems. This treatment establishes conceptual foundations for randomized numerical linear algebra, and it forges links between algorithms that may initially seem unrelated.</p>https://authors.library.caltech.edu/records/7yade-5k351CMS/ACM 117: Probability Theory & Computational Mathematics
https://authors.library.caltech.edu/records/q75sz-e1e79
Authors: {'items': [{'id': 'Tropp-J-A', 'name': {'family': 'Tropp', 'given': 'Joel A.'}, 'orcid': '0000-0003-1024-1791'}]}
Year: 2023
DOI: 10.7907/q75sz-e1e79
<p>CMS/ACM 117: Probability Theory & Computational Mathematics, Fall 2023.</p><p>CMS/ACM 117 is a first-year graduate course on probability theory and stochastic processes for students in computing and mathematical sciences. It is not intended to be a first course in probability, and our focus will be on developing theoretical foundations, rather than providing a toolkit for calculation. Nevertheless, we will touch on a few substantive applications of the theory to demonstrate its implications for practical problems.</p>https://authors.library.caltech.edu/records/q75sz-e1e79