{"provider_name":"Hatena Blog","categories":["\u6a5f\u68b0\u5b66\u7fd2","\u4eba\u6c17\u8a18\u4e8b"],"title":"Confident Learning\u306f\u8aa4\u3063\u305f\u6559\u5e2b\u304b\u3089\u5b66\u7fd2\u3059\u308b\u304b\uff1f ~ tf-idf\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30ce\u30a4\u30ba\u751f\u6210\u304b\u3089\u8a55\u4fa1\u307e\u3067 ~","blog_url":"https://aotamasaki.hatenablog.com/","url":"https://aotamasaki.hatenablog.com/entry/reuter_with_confident_learning","version":"1.0","type":"rich","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Faotamasaki.hatenablog.com%2Fentry%2Freuter_with_confident_learning\" title=\"Confident Learning\u306f\u8aa4\u3063\u305f\u6559\u5e2b\u304b\u3089\u5b66\u7fd2\u3059\u308b\u304b\uff1f ~ tf-idf\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30ce\u30a4\u30ba\u751f\u6210\u304b\u3089\u8a55\u4fa1\u307e\u3067 ~ - \u5b66\u7fd2\u3059\u308b\u5929\u7136\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","width":"100%","published":"2020-04-04 12:15:35","height":"190","description":"\u6982\u8981 \u73fe\u5b9f\u306e\u5224\u5225\u554f\u984c\u306b\u304a\u3044\u3066\u6559\u5e2b\u304c\u5b8c\u74a7\u3067\u3042\u308b\u3053\u3068\u306f\u73cd\u3057\u3044\u3002\u30e9\u30d9\u30ea\u30f3\u30b0\u4f5c\u696d\u306b\u304a\u3044\u3066\u3001\u77e5\u8b58\u4e0d\u8db3\u3084\u52d8\u9055\u3044\u306a\u3069\u3067\u5f15\u304d\u8d77\u3053\u3055\u308c\u308b\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6c5a\u67d3\u3059\u308b\u3002 \u3053\u306e\u3088\u3046\u306a\u9593\u9055\u3063\u305f\u6559\u5e2b\u306e\u3053\u3068\u3092\u3001noisy label (corrupted label \u3084 polluted label\u3068\u3082)\u3068\u3044\u3046\u3002\u8aa4\u3063\u305f\u6559\u5e2b\u3092\u7528\u3044\u308b\u3068\u5b66\u7fd2\u306f\u3046\u307e\u304f\u884c\u304b\u305a\u5224\u5225\u6027\u80fd\u306f\u4e0b\u304c\u3063\u3066\u3057\u307e\u3046\u3002\u8fd1\u5e74\u3067\u306f\u3053\u308c\u306b\u5bfe\u51e6\u3057\u3088\u3046\u3068\u3044\u3046\u7814\u7a76\u304c\u5897\u3048\u3066\u3044\u308b\u3002 ICML2020\u306b Confident Learning: Estimating Uncertainty in Dataset Labels \u3068\u3044\u3046\u8ad6\u6587\u304c\u6295\u7a3f\u3055\u308c\u305f\u3002\u3057\u304b\u3082\u3001\u3088\u304f\u6574\u5099\u3055\u308c\u305f\u2026","blog_title":"\u5b66\u7fd2\u3059\u308b\u5929\u7136\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8","author_url":"https://blog.hatena.ne.jp/aotamasaki/","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/a/aotamasaki/20200404/20200404120350.png","author_name":"aotamasaki","provider_url":"https://hatena.blog"}