{"id":9,"date":"2018-03-11T16:47:47","date_gmt":"2018-03-11T23:47:47","guid":{"rendered":"https:\/\/blogs.ubc.ca\/optlab\/?p=9"},"modified":"2018-03-11T16:47:47","modified_gmt":"2018-03-11T23:47:47","slug":"gumbel-softmax-trick","status":"publish","type":"post","link":"https:\/\/blogs.ubc.ca\/optlab\/2018\/03\/11\/gumbel-softmax-trick\/","title":{"rendered":"Gumbel-softmax Trick"},"content":{"rendered":"<p><strong>Topic<\/strong>: Gumbel-softmax Trick<\/p>\n<p><strong>Date<\/strong>: Feb. 06th<\/p>\n<p><strong>Presenter<\/strong>: Zhenan Fan<\/p>\n<p><strong>Slides<\/strong>: Based on the notes posted by Columbia Advanced Machine Learning Seminar\u00a0<a href=\"https:\/\/casmls.github.io\/general\/2017\/02\/01\/GumbelSoftmax.html\">https:\/\/casmls.github.io\/general\/2017\/02\/01\/GumbelSoftmax.html<\/a><\/p>\n<p><strong>Paper\u00a0linked to<\/strong>:<\/p>\n<p class=\"title mathjax\"><a href=\"https:\/\/arxiv.org\/abs\/1611.00712\">The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables<\/a><\/p>\n<div class=\"page\" title=\"Page 1\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p><a href=\"https:\/\/arxiv.org\/abs\/1611.01144\">Categorical Reparametrization With Gumbel-Softmax<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Topic: Gumbel-softmax Trick Date: Feb. 06th Presenter: Zhenan Fan Slides: Based on the notes posted by Columbia Advanced Machine Learning Seminar\u00a0https:\/\/casmls.github.io\/general\/2017\/02\/01\/GumbelSoftmax.html Paper\u00a0linked to: The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Categorical Reparametrization With Gumbel-Softmax &nbsp;<\/p>\n","protected":false},"author":57675,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-9","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/posts\/9","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/users\/57675"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/comments?post=9"}],"version-history":[{"count":1,"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/posts\/9\/revisions"}],"predecessor-version":[{"id":10,"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/posts\/9\/revisions\/10"}],"wp:attachment":[{"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/media?parent=9"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/categories?post=9"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.ubc.ca\/optlab\/wp-json\/wp\/v2\/tags?post=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}