{"id":263,"date":"2025-02-23T22:28:35","date_gmt":"2025-02-23T14:28:35","guid":{"rendered":"https:\/\/blogqian.com\/?p=263"},"modified":"2025-04-28T21:19:06","modified_gmt":"2025-04-28T13:19:06","slug":"review-of-classic-papers-in-the-field-of-federated-learning","status":"publish","type":"post","link":"https:\/\/blogqian.com\/index.php\/2025\/02\/23\/review-of-classic-papers-in-the-field-of-federated-learning\/","title":{"rendered":"Classic Papers in FL"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">A Classic Practice Use of Synchronous SGD And Asynchronous SGD from Google<\/h1>\n\n\n\n<p class=\"has-text-align-center\">Click to View<\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/static.googleusercontent.com\/media\/research.google.com\/en\/\/archive\/large_deep_networks_nips2012.pdf\"><em>https:\/\/static.googleusercontent.com\/media\/research.google.com\/en\/\/archive\/large_deep_networks_nips2012.pdf<\/em><\/a><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">More Information about Synchronous SGD<\/h1>\n\n\n\n<p class=\"has-text-align-center\">Click to View<\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"http:\/\/arxiv.org\/pdf\/1106.5730\">http:\/\/arxiv.org\/pdf\/1106.5730<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/arxiv.org\/pdf\/1808.07576\">https:\/\/arxiv.org\/pdf\/1808.07576<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/arxiv.org\/pdf\/1805.09767\">https:\/\/arxiv.org\/pdf\/1805.09767<\/a><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Further Information about FedAvg<\/h1>\n\n\n\n<p class=\"has-text-align-center\">Click to View<\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/arxiv.org\/pdf\/1602.05629.pdf\">https:\/\/arxiv.org\/pdf\/1602.05629.pdf<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/ai.googleblog.com\/2017\/04\/federated-learning-collaborative.html\">https:\/\/ai.googleblog.com\/2017\/04\/federated-learning-collaborative.html<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/federated.withgoogle.com\/\">https:\/\/federated.withgoogle.com\/<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/arxiv.org\/abs\/1912.04977\">https:\/\/arxiv.org\/abs\/1912.04977<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A collection of some classic Papers in federated learning.<\/p>\n","protected":false},"author":1,"featured_media":265,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[19],"class_list":["post-263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research","tag-fl"],"_links":{"self":[{"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/posts\/263","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/comments?post=263"}],"version-history":[{"count":5,"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/posts\/263\/revisions"}],"predecessor-version":[{"id":348,"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/posts\/263\/revisions\/348"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/media\/265"}],"wp:attachment":[{"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/media?parent=263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/categories?post=263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogqian.com\/index.php\/wp-json\/wp\/v2\/tags?post=263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}