{"id":676,"date":"2020-05-13T15:52:00","date_gmt":"2020-05-13T15:52:00","guid":{"rendered":"http:\/\/web.eecs.umich.edu\/~girasole\/?p=676"},"modified":"2026-07-23T02:05:07","modified_gmt":"2026-07-23T02:05:07","slug":"online-tensor-completion-and-tracking","status":"publish","type":"post","link":"https:\/\/web.eecs.umich.edu\/~girasole\/?p=676","title":{"rendered":"Online Tensor Completion and Tracking"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Kyle Gilman and I have a preprint out describing <a href=\"https:\/\/arxiv.org\/abs\/2001.11419\">a new algorithm for online tensor completion and tracking<\/a>. We derive and demonstrate an algorithm that operates on streaming tensor data, such as hyperspectral video collected over time, or chemo-sensing experiments in space and time. Kyle presented his work at the first fully virtual ICASSP, which <a href=\"https:\/\/2020.ieeeicassp-virtual.org\/presentation\/lecture\/online-tensor-completion-and-free-submodule-tracking-t-svd\">you can view here<\/a>. Anyone can register for free to this year&#8217;s virtual ICASSP and watch the videos, post questions, and join the discussion. Kyle&#8217;s code is also <a href=\"https:\/\/github.com\/kgilman\/TOUCAN\">available here.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kyle Gilman and I have a preprint out describing a new algorithm for online tensor completion and tracking. We derive and demonstrate an algorithm that operates on streaming tensor data, such as hyperspectral video collected over time, or chemo-sensing experiments in space and time. Kyle presented his work at the first fully virtual ICASSP, which [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,4,13],"tags":[],"class_list":["post-676","post","type-post","status-publish","format-standard","hentry","category-code","category-news","category-spada","entry"],"_links":{"self":[{"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts\/676","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=676"}],"version-history":[{"count":5,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts\/676\/revisions"}],"predecessor-version":[{"id":1086,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts\/676\/revisions\/1086"}],"wp:attachment":[{"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}