{"id":142157,"date":"2022-07-13T22:22:36","date_gmt":"2022-07-14T03:22:36","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/07\/knowledge-distillation-for-better-convergence-in-multitask-learning"},"modified":"2022-07-13T22:22:36","modified_gmt":"2022-07-14T03:22:36","slug":"knowledge-distillation-for-better-convergence-in-multitask-learning","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/07\/knowledge-distillation-for-better-convergence-in-multitask-learning","title":{"rendered":"Knowledge distillation for better convergence in multitask learning"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/knowledge-distillation-for-better-convergence-in-multitask-learning3.jpg\"><\/a><\/p>\n<p>At NAACL HLT, Amazon scientists will present a method for improving multitask learning. Their proposed method lets the tasks converge on their own schedules, an\u2026 See more.<\/p>\n<hr>\n<p>Allowing separate tasks to converge on their own schedules and using knowledge distillation to maintain performance improves accuracy.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>At NAACL HLT, Amazon scientists will present a method for improving multitask learning. Their proposed method lets the tasks converge on their own schedules, an\u2026 See more. Allowing separate tasks to converge on their own schedules and using knowledge distillation to maintain performance improves accuracy.<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-142157","post","type-post","status-publish","format-standard","hentry","category-futurism"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/142157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=142157"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/142157\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=142157"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=142157"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=142157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}