{"id":94586,"date":"2020-05-09T12:27:47","date_gmt":"2020-05-09T04:27:47","guid":{"rendered":"http:\/\/4563.org\/?p=94586"},"modified":"2020-05-09T12:27:47","modified_gmt":"2020-05-09T04:27:47","slug":"%e4%bb%a5-ai-%e5%88%b6%e4%bd%9c-ai%ef%bc%8c%e9%a1%b6%e7%ba%a7%e6%af%94%e8%b5%9b-neurips-autodl-%e5%86%a0%e5%86%9b%e6%96%b9%e6%a1%88%e5%bc%80%e6%ba%90%e4%ba%86%ef%bc%81","status":"publish","type":"post","link":"http:\/\/4563.org\/?p=94586","title":{"rendered":"\u4ee5 AI \u5236\u4f5c AI\uff0c\u9876\u7ea7\u6bd4\u8d5b NeurIPS-AutoDL \u51a0\u519b\u65b9\u6848\u5f00\u6e90\u4e86\uff01"},"content":{"rendered":"
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\u4ee5 AI \u5236\u4f5c AI\uff0c\u9876\u7ea7\u6bd4\u8d5b NeurIPS-AutoDL \u51a0\u519b\u65b9\u6848\u5f00\u6e90\u4e86\uff01 <\/h1>\n

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\u8cc7\u6df1\u5927\u4f6c : alexapollo <\/span> <\/i> 37<\/span> <\/div>\n
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  • \u4ee3\u7801\uff1a https:\/\/github.com\/DeepWisdom\/AutoDL<\/li>\n
  • \u6ce8\uff1a\u5f00\u6e90\u4ee3\u7801\u57fa\u4e8e Full-AutoML \u7cfb\u7edf\u5236\u4f5c\u51fa\u7684\u5171\u6027\u89e3\u5e76\u52a0\u4ee5\u6539\u9020<\/li>\n
  • \u62a5\u9053\uff1a https:\/\/zhuanlan.zhihu.com\/p\/133411288<\/li>\n<\/ul>\n

    \u53c2\u8d5b\u9009\u624b\u6765\u81ea\u6e05\u534e\u5927\u5b66\u3001\u5317\u4eac\u5927\u5b66\u3001\u5357\u4eac\u5927\u5b66\u3001\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u3001\u9996\u5c14\u5927\u5b66\u3001\u5f17\u83b1\u5821\u5927\u5b66\u3001\u6c49\u8bfa\u5a01\u5927\u5b66\u7b49\u56fd\u5185\u5916\u8457\u540d\u524d\u6cbf\u79d1\u7814\u9662\u6821\uff0c\u4ee5\u53ca Google \u3001\u5fae\u8f6f\u3001\u963f\u91cc\u3001\u817e\u8baf\u3001\u6d6a\u6f6e\u7b49\u5927\u578b\u79d1\u6280\u516c\u53f8\uff0c\u603b\u8ba1\u8fdb\u884c\u4e86\u8d85\u8fc7 2600 \u4f59\u6b21\u63d0\u4ea4\u3002<\/p>\n

    \u6bd4\u8d5b\u4e0d\u53ea\u5c40\u9650\u5728\u5355\u4e00\u6280\u672f\u9886\u57df\uff0c\u800c\u662f\u8981\u6c42\u53c2\u8d5b\u9009\u624b\u8bbe\u8ba1\u5f00\u53d1\u80fd\u89e3\u51b3\u5305\u62ec\u56fe\u50cf\u3001\u89c6\u9891\u3001\u8bed\u97f3\u3001\u6587\u672c\u548c\u7ed3\u6784\u5316\u8868\u683c\u6570\u636e\u7b49\u591a\u6a21\u6001\u3001\u591a\u9886\u57df\u7684\u5168\u81ea\u52a8\u591a\u6807\u7b7e\u5206\u7c7b\u7cfb\u7edf\uff0c\u63a2\u7d22\u81ea\u52a8\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u843d\u5730\u3002<\/p>\n

    \u636e\u6df1\u5ea6\u8d4b\u667a\u4ecb\u7ecd\uff0c\u5176\u6838\u5fc3\u6280\u672f\u5728\u4e8e\u5176\u72ec\u7acb\u7814\u53d1\u7684 Fully Automatic Machine Learning \uff08 Full-AutoML \/ \u5168\u81ea\u52a8\u673a\u5668\u5b66\u4e60\uff09\u7cfb\u7edf\u3002\u8fd9\u5957\u7cfb\u7edf\u91cf\u5316\u4e86 AI \u751f\u4ea7\u7684\u6240\u6709\u73af\u8282\uff0c\u53ef\u4ee5\u5168\u81ea\u52a8\u3001\u7aef\u5230\u7aef\u5730\u751f\u4ea7\u5168\u6d41\u7a0b AI\uff0c\u80fd\u6446\u8131\u4ee5\u5f80\u7684 AI \u8bbe\u8ba1\u9700\u8981\u8bf8\u591a\u4eba\u7c7b\u7ecf\u9a8c\u3001\u96be\u4ee5\u5feb\u901f\u843d\u5730\u7684\u7ea6\u675f\u3002\u5176\u4e2d\uff0cMetaAI \u5b50\u7cfb\u7edf\u6a21\u62df\u4e86\u4eba\u7c7b AI \u5de5\u7a0b\u5e08\u7684\u5b66\u4e60\u8fc7\u7a0b\uff0c\u901a\u8fc7\u89c2\u5bdf\u5df2\u6709\u4efb\u52a1\u7684\u6570\u636e\u6d41\u5f62\u4e0e\u7b56\u7565\u6548\u679c\uff0c\u4ee5\u8fdb\u884c\u5168\u81ea\u52a8\u7684\u63a2\u7d22\u6027\u4f18\u5316\u3002<\/p>\n

    \u7ecf\u8fc7\u89c2\u5bdf\uff0cMetaAI \u53ef\u4ee5\u5f88\u597d\u5730\u603b\u7ed3\u4e0d\u540c\u4efb\u52a1\u77e5\u8bc6\uff0c\u5c06\u539f\u672c\u8017\u65f6\u6570\u5e74\u7684 AI \u6784\u5efa\u8fc7\u7a0b\u7f29\u77ed\u5230\u6700\u77ed\u6570\u5341\u79d2\u3002<\/p>\n

    \u4ee5\u4e0a\u3002\u6240\u4ee5 AI \u7a0b\u5e8f\u5458\u4f1a\u5931\u4e1a\u5417\uff1f<\/p>\n<\/p><\/div>\n

    \u5927\u4f6c\u6709\u8a71\u8aaa<\/b> (13<\/span>) <\/div>\n
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      \u8cc7\u6df1\u5927\u4f6c : ColinDowney <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      \u4f3c\u4e4e\u662f Meta-Learning? <\/div>\n<\/p><\/div>\n<\/li>\n
    • \n
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      \u8cc7\u6df1\u5927\u4f6c : clemente0620 <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      \u4f30\u8ba1\u4f1a\u6210\u4e3a\u67d0\u4e9b\u9886\u57df\u7684 baseline \u5427\u3002\u4e0d\u8fc7\u5931\u4e1a\u5230\u4e0d\u5b58\u5728\u3002\u56e0\u4e3a\u5c40\u90e8\u662f\u9700\u8981\u4e0d\u65ad\u8fed\u4ee3\u6539\u8fdb\u7684\u3002 <\/div>\n<\/p><\/div>\n<\/li>\n
    • \n
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      \u4e3b<\/span> \u8cc7\u6df1\u5927\u4f6c : alexapollo <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      @ColinDowney Meta Learning \u7528\u5230\u4e86\u4e00\u70b9\u70b9\uff0c\u4e0d\u7b97\u5f88 typical \u7684 Meta Learning \u3002\u56e0\u4e3a\u5176\u5b9e Meta Learning \u7684\u5178\u578b\u65b9\u6cd5\u6548\u679c\u5e76\u4e0d\u597d\u3002 <\/div>\n<\/p><\/div>\n<\/li>\n
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      @clemente0620 \u5bf9\u7684\u3002\u4e0d\u8fc7\u53ef\u80fd\u662f strongest baseline hhh <\/div>\n<\/p><\/div>\n<\/li>\n
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      \u8cc7\u6df1\u5927\u4f6c : naive0 <\/span> <\/div>\n
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      \u975e\u5e38\u51f6\u6b8b\uff0c\u4ee3\u7801\u91cf\u7565\u5927\u3002\u3002 <\/div>\n<\/p><\/div>\n<\/li>\n
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      @naive0 \u8fd9\u53ea\u662f\u6211\u4eec\u7cfb\u7edf\u7684\u4e00\u5c0f\u90e8\u5206\u4ee3\u7801 <\/div>\n<\/p><\/div>\n<\/li>\n
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      \u8cc7\u6df1\u5927\u4f6c : lqf96 <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      \u8fd9\u8fd8\u662f\u4f20\u7edf\u7684 supervised learning \u554a\uff0c\u4ec0\u4e48\u65f6\u5019\u8981\u662f\u6709 auto rl \u5c31\u597d\u4e86… <\/div>\n<\/p><\/div>\n<\/li>\n
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      \u8cc7\u6df1\u5927\u4f6c : iasuna <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      NeurIPS workshop \u7684\u6bd4\u8d5b\u5956\u91d1\u5e94\u8be5\u4e0d\u4f1a\u592a\u9ad8\u5427 \u6211\u4e00\u76f4\u4e0d\u592a\u660e\u767d\u5237\u8fd9\u79cd\u6bd4\u8d5b\u662f\u4e3a\u4e86\u4ec0\u4e48 \u4e3a\u4e86\u53bb\u5f00\u4f1a\u5417\uff1f <\/div>\n<\/p><\/div>\n<\/li>\n
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      \u8cc7\u6df1\u5927\u4f6c : iConnect <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      \u6709\u70b9\u6807\u9898\u515a\u4e86\uff0c\u6700\u591a\u5c31\u662f\u591a\u5957\u4e86\u4e00\u5c42\uff0c\u8bf4\u6210 AI \u5236\u4f5c AI\uff0c\u8fd9\u9012\u5f52\u4e0b\u53bb\u8fd8\u5f97\u4e86\uff1f <\/div>\n<\/p><\/div>\n<\/li>\n
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      \u8cc7\u6df1\u5927\u4f6c : Acoolda <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      \u96be\u9053\u8fd9\u4e2a\u6700\u5916\u5c42 AI \u4e0d\u9700\u8981\u4eba\u53bb\u8c03\u5417\uff1f \u81ea\u5df1\u8c03\u81ea\u5df1\uff1f\u7981\u6b62\u5957\u5a03\uff01 <\/div>\n<\/p><\/div>\n<\/li>\n
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      \u4e3b<\/span> \u8cc7\u6df1\u5927\u4f6c : alexapollo <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      @iConnect hhh \u6ca1\u529e\u6cd5\u4e0d\u6807\u9898\u515a\u6ca1\u4eba\u770b <\/div>\n<\/p><\/div>\n<\/li>\n
    • \n
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      \u4e3b<\/span> \u8cc7\u6df1\u5927\u4f6c : alexapollo <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      @Acoolda \u8fd9\u662f\u6211\u4eec\u4e0b\u4e00\u6b65\u7684\u5de5\u4f5c <\/div>\n<\/p><\/div>\n<\/li>\n
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      \u4e3b<\/span> \u8cc7\u6df1\u5927\u4f6c : alexapollo <\/span> <\/div>\n
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      @lqf96 \u80cc\u540e\u6709\u4e00\u4e2a auto rl \u5f15\u64ce <\/div>\n<\/p><\/div>\n<\/li>\n
    • \n","protected":false},"excerpt":{"rendered":"

      \u4ee5 AI \u5236\u4f5c AI\uff0c\u9876\u7ea7\u6bd4\u8d5b N…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[],"tags":[],"_links":{"self":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/94586"}],"collection":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=94586"}],"version-history":[{"count":0,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/94586\/revisions"}],"wp:attachment":[{"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=94586"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=94586"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=94586"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}