{"id":1029,"date":"2026-04-13T21:29:59","date_gmt":"2026-04-13T21:29:59","guid":{"rendered":"https:\/\/web.eecs.umich.edu\/~girasole\/?p=1029"},"modified":"2026-04-13T21:30:00","modified_gmt":"2026-04-13T21:30:00","slug":"signal-processing-magazine-special-issue-on-the-mathematics-of-deep-learning","status":"publish","type":"post","link":"https:\/\/web.eecs.umich.edu\/~girasole\/?p=1029","title":{"rendered":"Signal Processing Magazine special issue on the Mathematics of Deep Learning"},"content":{"rendered":"\n<p>I am excited to say that our SPM special issue, part 1, on the Mathematics of Deep Learning, has now been <a href=\"https:\/\/ieeexplore.ieee.org\/xpl\/tocresult.jsp?isnumber=11479943&amp;punumber=79\">published in ieee explore<\/a>.<\/p>\n\n\n\n<p>As we said <a href=\"https:\/\/ieeexplore.ieee.org\/document\/11480045\">in our guest editorial<\/a>, &#8220;The aim of this special issue is to capture some of the salient points of contact between the SP and DL disciplines so that a mathematical picture of the key questions and challenges ahead begins to emerge.&#8221; The eight papers in this part of the issue all display these contact points beautifully: from sparsity to Kalman filtering to probability. <\/p>\n\n\n\n<p>SPM is a venue that provides tutorial-like material on important signal processing topics. I hope you will read the issue and share the material with your junior graduate students.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I am excited to say that our SPM special issue, part 1, on the Mathematics of Deep Learning, has now been published in ieee explore. As we said in our guest editorial, &#8220;The aim of this special issue is to capture some of the salient points of contact between the SP and DL disciplines so [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","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\/1029"}],"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=1029"}],"version-history":[{"count":1,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts\/1029\/revisions"}],"predecessor-version":[{"id":1030,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=\/wp\/v2\/posts\/1029\/revisions\/1030"}],"wp:attachment":[{"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1029"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1029"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/web.eecs.umich.edu\/~girasole\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1029"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}