{"id":419,"date":"2015-12-17T16:55:18","date_gmt":"2015-12-17T16:55:18","guid":{"rendered":"http:\/\/web.eecs.umich.edu\/~girasole\/?p=419"},"modified":"2015-12-17T16:55:18","modified_gmt":"2015-12-17T16:55:18","slug":"computational-advances-in-multi-sensor-adaptive-processing","status":"publish","type":"post","link":"https:\/\/web.eecs.umich.edu\/~girasole\/?p=419","title":{"rendered":"Computational Advances in Multi-Sensor Adaptive Processing"},"content":{"rendered":"<p>I just returned from a great CAMSAP meeting, where I learned about a <a href=\"http:\/\/arxiv.org\/abs\/1504.00641\">probabilistic theory of deep learning<\/a>, new work in <a href=\"http:\/\/arxiv.org\/abs\/1502.04689\">tensor completion<\/a>, and an importance sampling strategy for <a href=\"http:\/\/remi.flamary.com\/biblio\/flamary2015importance.pdf\">non-convex block coordinate descent<\/a>. My student John and I also presented <a href=\"http:\/\/web.eecs.umich.edu\/~girasole\/pubs\/activeKSS_camsap.pdf\">our new work on active labeling in the subspace clustering problem<\/a>, where we showed that a small amount of label information helps tremendously in clustering noisy data when each cluster lies near a low-dimensional subspace. Thanks to the organizers for putting together such a great meeting!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I just returned from a great CAMSAP meeting, where I learned about a probabilistic theory of deep learning, new work in tensor completion, and an importance sampling strategy for non-convex block coordinate descent. My student John and I also presented our new work on active labeling in the subspace clustering problem, where we showed that [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[],"_links":{"self":[{"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts\/419"}],"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=419"}],"version-history":[{"count":1,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts\/419\/revisions"}],"predecessor-version":[{"id":420,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts\/419\/revisions\/420"}],"wp:attachment":[{"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=419"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=419"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=419"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}