{"id":586,"date":"2015-06-27T08:00:09","date_gmt":"2015-06-27T08:00:09","guid":{"rendered":"http:\/\/yingzhenli.net\/home\/en\/?page_id=586"},"modified":"2016-08-06T12:11:34","modified_gmt":"2016-08-06T12:11:34","slug":"notes","status":"publish","type":"page","link":"https:\/\/yingzhenli.net\/home\/en\/?page_id=586","title":{"rendered":"Notes"},"content":{"rendered":"<p><a href=\"http:\/\/yingzhenli.net\/home\/misc\/notes\/exponential_family_note.pdf\">exponential family<\/a> - notes on <a href=\"http:\/\/www.eecs.berkeley.edu\/~wainwrig\/Papers\/WaiJor08_FTML.pdf\">Wainwright and Jordan<\/a> survey<\/p>\n<p><a href=\"http:\/\/yingzhenli.net\/home\/misc\/notes\/md_intro.pdf\">quick introduction to mirror descent<\/a><\/p>\n<p><a href=\"http:\/\/yingzhenli.net\/home\/misc\/notes\/cccp_mm.pdf\">illustrations for the Concave-Convex Procedure<\/a><\/p>\n<p><a href=\"http:\/\/yingzhenli.net\/home\/en\/?page_id=737\">visualising adaptive learning rates<\/a><\/p>\n<p><a href=\"http:\/\/yingzhenli.net\/home\/misc\/notes\/tl_freq.pdf\">(frequentist's) transfer learning basics<\/a><\/p>\n<p><a href=\"http:\/\/yingzhenli.net\/home\/misc\/notes\/ep_intro.pdf\">Expectation propagation for exponential families<\/a><\/p>\n<p><a href=\"http:\/\/yingzhenli.net\/home\/misc\/notes\/gan_notes.pdf\">A Mutual Information Perspective of Generative Adversarial Networks<\/a><\/p>\n<p><a href=\"http:\/\/yingzhenli.net\/home\/misc\/notes\/renyi.pdf\">Renyi divergence and friends<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>exponential family - notes on Wainwright and Jordan survey quick introduction to mirror descent illustrations for the Concave-Convex Procedure visualising adaptive learning rates (frequentist's) transfer learning basics Expectation propagation for exponential families A Mutual Information Perspective of Generative Adversarial Networks Renyi divergence and friends &nbsp; &nbsp;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["entry","page","publish","author-admin","post-586"],"_links":{"self":[{"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/pages\/586","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=586"}],"version-history":[{"count":17,"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/pages\/586\/revisions"}],"predecessor-version":[{"id":792,"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=\/wp\/v2\/pages\/586\/revisions\/792"}],"wp:attachment":[{"href":"https:\/\/yingzhenli.net\/home\/en\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=586"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}