{"id":550,"date":"2025-02-25T01:35:28","date_gmt":"2025-02-24T16:35:28","guid":{"rendered":"https:\/\/icon.kw.ac.kr\/?p=550"},"modified":"2025-02-25T01:35:28","modified_gmt":"2025-02-24T16:35:28","slug":"2-24-%ec%84%b8%eb%af%b8%eb%82%98","status":"publish","type":"post","link":"https:\/\/icon.kw.ac.kr\/?p=550","title":{"rendered":"2\/24 \uc138\ubbf8\ub098"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"972\" src=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/02\/image-3-1024x972.png\" alt=\"\" class=\"wp-image-551\" srcset=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/02\/image-3-1024x972.png 1024w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/02\/image-3-300x285.png 300w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/02\/image-3-768x729.png 768w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/02\/image-3.png 1098w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:15px\">\uc624\ub298\uc740 \uc774\ud6c8\ud76c \uc5f0\uad6c\uc6d0\uc774 federated learning\uc5d0\uc11c \ud558\uc774\ud37c \ud30c\ub77c\ubbf8\ud130 \uc138\ud305\uc758 \ubcf5\uc7a1\uc131 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uc18c\uac1c\ud55c \ub17c\ubb38\uc744 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 federated learning\uc5d0\uc11c\ub294 \ud558\uc774\ud37c \ud30c\ub77c\ubbf8\ud130\uc758 \uc124\uc815\uc774 \ud559\uc2b5 \uc131\ub2a5\uc5d0 \uc911\uc694\ud55c \uc601\ud5a5\uc744 \ub07c\ucce4\uc5c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub7f0 \ud558\uc774\ud37c \ud30c\ub77c\ubbf8\ud130\ub4e4\uc744 \ucd5c\uc801 \uac12\uc73c\ub85c \uc124\uc815\ud558\uc5ec Non-iid\ud55c \uc0c1\ud669\uc5d0 \ub9de\uac8c \ud6c8\ub828\uc744 \uc2dc\ud0a4\ub294 \uac83\uc740 \uad49\uc7a5\ud788 \uc5b4\ub824\uc6b4 \uc791\uc5c5\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774 \ub17c\ubb38\uc5d0\uc11c \uc800\uc790\ub4e4\uc774 \uae30\uc874\uc758 SCAFFOLD \ubc29\uc2dd\uc744 \uac1c\ub7c9\ud558\uace0 adaptive learning rate\ub97c \ub3c4\uc785\ud558\uc5ec \uc81c\uc548\ud55c \ubc29\uc2dd\uc740 \ubcf5\uc7a1\ud55c \ud558\uc774\ud37c \ud30c\ub77c\ubbf8\ud130 \uc138\ud305 \uc5c6\uc774 \uc790\uc5f0\uc2a4\ub7fd\uac8c round \ub9c8\ub2e4 \uac01 \ud074\ub77c\uc774\uc5b8\ud2b8\ub4e4\uc5d0\uc11c\uc758 \ud559\uc2b5\uc774 \uc774\ub904\uc9c0\uba74 \ud574\ub2f9 \ud30c\ub77c\ubbf8\ud130\ub4e4\uc774 \uc218\ub834\ud574\ub098\uac00\ub294 \uac83\uc744 \uac00\uc911\uce58\uac00 L-smooth\ub97c \ub9cc\uc871\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec \ud574\uacb0\ud558\uc600\ub2e4\ub294 \uc810\uc774 \ub9e4\uc6b0 \uc778\uc0c1\uae4a\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc624\ub298\uc740 \uc774\ud6c8\ud76c \uc5f0\uad6c\uc6d0\uc774 federated learning\uc5d0\uc11c \ud558\uc774\ud37c \ud30c\ub77c\ubbf8\ud130 \uc138\ud305\uc758 \ubcf5\uc7a1\uc131 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uc18c\uac1c\ud55c \ub17c\ubb38\uc744 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 federated learning\uc5d0\uc11c\ub294 \ud558\uc774\ud37c \ud30c\ub77c\ubbf8\ud130\uc758 \uc124\uc815\uc774 \ud559\uc2b5 \uc131\ub2a5\uc5d0 \uc911\uc694\ud55c \uc601\ud5a5\uc744 \ub07c\ucce4\uc5c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub7f0 \ud558\uc774\ud37c \ud30c\ub77c\ubbf8\ud130\ub4e4\uc744 &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-550","post","type-post","status-publish","format-standard","hentry","category-seminar"],"_links":{"self":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/550","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=550"}],"version-history":[{"count":1,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/550\/revisions"}],"predecessor-version":[{"id":552,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/550\/revisions\/552"}],"wp:attachment":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=550"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=550"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=550"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}