{"id":200,"date":"2024-05-23T09:52:53","date_gmt":"2024-05-23T01:52:53","guid":{"rendered":"http:\/\/www.15zhi.net\/blog\/?page_id=200"},"modified":"2024-05-28T15:29:59","modified_gmt":"2024-05-28T07:29:59","slug":"evolutionary-sampling-a-novel-way-of-machine-learning-within-a-probabilistic-framework","status":"publish","type":"page","link":"https:\/\/www.15zhi.net\/blog\/evolutionary-sampling-a-novel-way-of-machine-learning-within-a-probabilistic-framework\/","title":{"rendered":"Evolutionary sampling: A novel way of machine learning within a probabilistic framework"},"content":{"rendered":"\n

\u80cc\u666f(Background)<\/strong><\/h3>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u521b\u65b0\u70b9(Highlights)<\/strong><\/h3>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u65b9\u6cd5(Methodology)<\/strong><\/h3>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u5b9e\u9a8c(Experiments)<\/strong><\/h3>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u7ed3\u8bba(Conclusion)<\/strong><\/h3>\n\n\n\n

\u57fa\u4e8e\u8fdb\u5316\u8ba1\u7b97\u3001\u62d2\u7edd\u62bd\u6837\u548c\u51fd\u6570\u903c\u8fd1\u7684\u601d\u60f3\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u673a\u5668\u5b66\u4e60\u7b56\u7565\u2014\u2014\u8fdb\u5316\u62bd\u6837\u5b66\u4e60\uff0c\u5b83\u53ef\u4ee5\u5f97\u5230\u4efb\u610f\u70b9\u5411\u53ef\u8ba1\u7b97\u6982\u7387\u5bc6\u5ea6\u51fd\u6570\u7684\u8fd1\u4f3c\u8868\u8fbe\u5f0f\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u673a\u5668\u6a21\u578b\u2014\u2014\u652f\u6301\u6837\u672c\u6a21\u578b(SSM)\u548c\u4e00\u79cd\u65b0\u7684\u6c42\u89e3\u65b9\u6cd5\u2014\u2014\u8fdb\u5316\u91c7\u6837\u65b9\u6cd5(ESA)\u3002\u6211\u4eec\u7684\u7406\u8bba\u548c\u5b9e\u9a8c\u7814\u7a76\u8868\u660e\uff0c\u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u53ef\u4ee5\u7528\u4e8e\u89e3\u51b3\u8bb8\u591a\u5b9e\u9645\u5e94\u7528\u95ee\u9898\uff0c\u8fd9\u4e9b\u95ee\u9898\u53ef\u4ee5\u8868\u793a\u4e3a\u6982\u7387\u6846\u67b6\u5185\u7684\u5bc6\u5ea6\u51fd\u6570\u8fd1\u4f3c\u95ee\u9898\u3002\u8fd9\u4e00\u8f89\u714c\u7684\u6027\u8d28\u62d3\u5c55\u4e86\u673a\u5668\u5b66\u4e60\u7684\u5e94\u7528\u8303\u56f4\uff0c\u5177\u6709\u53ef\u89c1\u7684\u7406\u8bba\u548c\u5b9e\u8df5\u610f\u4e49\uff0c\u4e3a\u673a\u5668\u5b66\u4e60\u7684\u5b9e\u73b0\u65b9\u5f0f\u63d0\u51fa\u4e86\u65b0\u7684\u601d\u8def\u3002\u66f4\u5177\u4f53\u5730\u8bf4\uff0c\u4e0e\u73b0\u6709\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u76f8\u6bd4\uff0c\u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u5177\u6709\u4ee5\u4e0b\u91cd\u8981\u7279\u5f81:<\/p>\n\n\n\n

    \n
  1. \u7531\u4e8e\u5f15\u5165\u4e86\u652f\u6491\u6837\u672c\u7684\u6982\u5ff5\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u8868\u793a\u91c7\u6837\u95ee\u9898\u7684\u65b0\u65b9\u6cd5\u3002\u56e0\u6b64\uff0c\u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u4e0d\u4ec5\u7ee7\u627f\u4e86\u62d2\u7edd\u62bd\u6837\u826f\u597d\u7684\u6536\u655b\u6027\u548c\u5b66\u4e60\u80fd\u529b\uff0c\u800c\u4e14\u5177\u6709\u66f4\u5e7f\u6cdb\u7684\u9002\u7528\u6027\u3002<\/li>\n<\/ol>\n\n\n\n
      \n
    1. \u5f97\u76ca\u4e8e\u8fdb\u5316\u8ba1\u7b97\u548c\u62d2\u7edd\u62bd\u6837\u7684\u7efc\u5408\u4f18\u70b9\uff0c\u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u53ef\u4ee5\u7a33\u5b9a\u5730\u6536\u655b\u5230\u6700\u4f18\u89e3\uff0c\u4e0d\u53d7\u7279\u5b9a\u521d\u59cb\u6761\u4ef6\u548c\u5b66\u4e60\u53c2\u6570\u7684\u9650\u5236\u3002\u663e\u7136\uff0c\u5bf9\u4e8e\u8bb8\u591a\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u6765\u8bf4\uff0c\u4e0d\u540c\u7684\u521d\u59cb\u6761\u4ef6\u6216\u4e0d\u540c\u7684\u5b66\u4e60\u53c2\u6570\u4e0d\u4ec5\u4f1a\u5f71\u54cd\u5b66\u4e60\u6548\u7387\uff0c\u8fd8\u4f1a\u5f71\u54cd\u5b66\u4e60\u7cbe\u5ea6\u3002<\/li>\n\n\n\n
    2. \u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u57fa\u4e8e\u5176\u56fa\u6709\u7684\u4f18\u70b9\uff0c\u53ef\u4ee5\u6839\u636e\u8bc4\u4f30\u7684\u5f52\u4e00\u5316\u56e0\u5b50kk\u6709\u6548\u5730\u786e\u5b9a\u5176\u8fdb\u5316\u5b66\u4e60\u7684\u7ec8\u6b62\u65f6\u95f4\uff0c\u8fd9\u5728\u4f20\u7edf\u7684\u62d2\u7edd\u62bd\u6837\u6846\u67b6\u4e2d\u662f\u4e0d\u53ef\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\u3002<\/li>\n\n\n\n
    3. \u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u4e5f\u53ef\u4ee5\u770b\u4f5c\u662f\u8fdb\u5316\u8ba1\u7b97\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u65b0\u53d1\u5c55\u3002\u4f20\u7edf\u4e0a\uff0c\u8fdb\u5316\u8ba1\u7b97\u4ec5\u7528\u4e8e\u89e3\u51b3\u7531\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u63d0\u51fa\u7684\u4f18\u5316\u95ee\u9898\u3002\u76f8\u53cd\uff0c\u5728\u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u4e2d\uff0c\u5b66\u4e60\u95ee\u9898\u88ab\u76f4\u63a5\u63cf\u8ff0\u4e3a\u6982\u7387\u95ee\u9898\u3002\u6b64\u5916\uff0c\u91c7\u7528\u7279\u5b9a\u7684\u8fdb\u5316\u91c7\u6837\u65b9\u6cd5\u53ef\u4ee5\u83b7\u5f97\u6700\u4f18\u7684\u76ee\u6807\u89e3\uff0c\u5176\u4e2d\u8fdb\u5316\u673a\u5236\u4e0e\u95ee\u9898\u76ee\u6807\u6df1\u5ea6\u8026\u5408\u3002\u66f4\u5177\u4f53\u5730\u8bf4\uff0c\u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u76f4\u63a5\u7531\u4e0e\u6bcf\u4e2a\u4f4d\u7f6e(x)\u76f8\u5173\u7684\u5b9e\u9645\u8f93\u51fa\u4e0e\u671f\u671b\u8f93\u51fa\u4e4b\u95f4\u7684\u5c40\u90e8\u5dee\u6765\u6307\u5bfc\uff0c\u800c\u4e0d\u662f\u7531\u73b0\u6709\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u4e2d\u7ecf\u9a8c\u8003\u8651\u7684\u5b9e\u9645\u8f93\u51fa\u4e0e\u671f\u671b\u503c\u4e4b\u95f4\u7684\u603b\u5dee\u6765\u6307\u5bfc\u3002<\/li>\n\n\n\n
    4. \u8fdb\u5316\u91c7\u6837\u5b66\u4e60\u7684\u7a7a\u95f4\u590d\u6742\u5ea6\u5f88\u4f4e\uff0c\u5b83\u53ea\u53d6\u51b3\u4e8e\u652f\u6301\u91c7\u6837\u6a21\u578b\u7684\u4e2a\u6570\uff0c\u4e0e\u5b66\u4e60\u6570\u636e\u7684\u4e2a\u6570\u5e76\u4e0d\u5b8c\u5168\u76f8\u5173\u3002\u6b64\u5916\uff0c\u8fdb\u5316\u62bd\u6837\u5b66\u4e60\u8fd8\u53ef\u4ee5\u5b8c\u6210\u5728\u7ebf\u5b66\u4e60\u4efb\u52a1\u3002\u4ee5\u4e0a\u4e24\u4e2a\u7279\u6027\u4f7f\u5f97ESL\u5728\u5927\u89c4\u6a21\u6570\u636e\u7684\u5728\u7ebf\u5b9e\u65f6\u5904\u7406\u4e2d\u66f4\u52a0\u5b9e\u7528\uff0c\u8fd9\u662f\u76ee\u524d\u8bb8\u591a\u7814\u7a76\u6240\u5f3a\u70c8\u671f\u671b\u7684\u80fd\u529b\u3002<\/li>\n<\/ol>\n\n\n\n

      \u76f8\u5173\u94fe\u63a5(Links)<\/strong><\/h3>\n\n\n\n
      Evolutionary-sampling<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"

      \u80cc\u666f(Background) \u521b\u65b0\u70b9(Highlights) \u65b9\u6cd5(Methodology) \u5b9e\u9a8c(Exper […]<\/p>\n","protected":false},"author":58,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-200","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/pages\/200","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=200"}],"version-history":[{"count":10,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/pages\/200\/revisions"}],"predecessor-version":[{"id":479,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/pages\/200\/revisions\/479"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}