{"id":6159,"date":"2026-07-24T21:00:09","date_gmt":"2026-07-24T13:00:09","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/07\/24\/%e8%8f%b2%e5%b0%94%e5%85%b9%e5%a5%96%e5%be%97%e4%b8%bb%e7%8e%8b%e8%99%b9%ef%bc%8c%e4%b9%9f%e5%8f%91%e8%bf%87neurips\/"},"modified":"2026-07-24T21:00:09","modified_gmt":"2026-07-24T13:00:09","slug":"%e8%8f%b2%e5%b0%94%e5%85%b9%e5%a5%96%e5%be%97%e4%b8%bb%e7%8e%8b%e8%99%b9%ef%bc%8c%e4%b9%9f%e5%8f%91%e8%bf%87neurips","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/07\/24\/%e8%8f%b2%e5%b0%94%e5%85%b9%e5%a5%96%e5%be%97%e4%b8%bb%e7%8e%8b%e8%99%b9%ef%bc%8c%e4%b9%9f%e5%8f%91%e8%bf%87neurips\/","title":{"rendered":"\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u738b\u8679\uff0c\u4e5f\u53d1\u8fc7NeurIPS"},"content":{"rendered":"
\"\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u738b\u8679\uff0c\u4e5f\u53d1\u8fc7NeurIPS\"\/<\/div><\/figure>\n
\"\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u738b\u8679\uff0c\u4e5f\u53d1\u8fc7NeurIPS\"\/<\/div><\/figure>\n
\"\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u738b\u8679\uff0c\u4e5f\u53d1\u8fc7NeurIPS\"\/<\/div><\/figure>\n
\"\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u738b\u8679\uff0c\u4e5f\u53d1\u8fc7NeurIPS\"\/<\/div><\/figure>\n

\u9e6d\u7fbd \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

\u55ef\uff1f\u65b0\u664b\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u738b\u8679\uff0c\u4e5f\u66fe\u8de8\u754c\u505aAI\uff1f<\/p>\n

NeurIPS 2026\u51fa\u5206\u5728\u5373\uff0c\u6709\u7f51\u53cb\u6252\u51fa\uff0c\u738b\u8679\u6559\u6388\u53d1\u8fc7\u4e00\u7bc7NeurIPS 2019\u3002<\/p>\n

\u800c\u4e14\u8fd8\u4e0d\u662f\u6302\u540d\uff0c\u662f\u5b9e\u6253\u5b9e\u7684\u5171\u540c\u4e00\u4f5c\u3002<\/p>\n

\u90a3\u4e48\u95ee\u9898\u6765\u4e86\uff0c\u4e00\u4e2a\u7eaf\u6570\u65b9\u5411\u7684\u9876\u5c16\u6570\u5b66\u5bb6\uff0c\u4e3a\u4ec0\u4e48\u4f1a\u5728AI\u9876\u4f1a\u4e0a\u53d1\u8bba\u6587\uff1f<\/p>\n

\u901a\u8bfb\u4e0b\u6765\uff0c\u6211\u4eec\u7684\u7ed3\u8bba\u662f\uff0c\u8fd9\u662f\u4e00\u7bc7\u6570\u5b66\u7406\u8bba+\u673a\u5668\u5b66\u4e60\u7684\u6700\u4f73\u8303\u4f8b\u3002<\/p>\n

\u4e0d\u8fc7\u6709\u610f\u601d\u7684\u662f\uff0c\u5728\u738b\u8679\u4e2a\u4eba\u4e3b\u9875\u5217\u51fa\u7684\u5c06\u8fd140\u591a\u7bc7\u8bba\u6587\u548c\u9884\u5370\u672c\u4e2d\uff0c\u51e0\u4e4e\u6bcf\u7bc7\u90fd\u9644\u6709\u5b8c\u6574\u94fe\u63a5\u3002<\/p>\n

\u552f\u72ec\u8fd9\u7bc7\uff0c\u662f\u4e2a\u4f8b\u5916\u3002<\/p>\n

\u8fd9\u7bc7\u8bba\u6587\u7814\u7a76\u7684\uff0c\u662f\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u5206\u6790\u4e2d\u7684\u4e00\u9879\u57fa\u7840\u4efb\u52a1\uff1a\u4f4e\u79e9\u77e9\u9635\u8fd1\u4f3c\u3002<\/p>\n

\u7b80\u5355\u6765\u8bf4\uff0c\u73b0\u5b9e\u4e2d\u7684\u6570\u636e\u901a\u5e38\u53ef\u4ee5\u6574\u7406\u6210\u4e00\u4e2a\u77e9\u9635\uff0c\u4f46\u8fd9\u4e9b\u77e9\u9635\u5f80\u5f80\u975e\u5e38\u5927\uff0c\u76f4\u63a5\u5b58\u50a8\u548c\u5904\u7406\u6210\u672c\u6781\u9ad8\u3002<\/p>\n

\u4f4e\u79e9\u8fd1\u4f3c\u5c31\u662f\u7528\u4e00\u4e2a\u7ed3\u6784\u66f4\u7b80\u5355\u3001\u79e9\u66f4\u4f4e\u7684\u77e9\u9635\uff0c\u5c3d\u53ef\u80fd\u51c6\u786e\u5730\u8fd8\u539f\u539f\u59cb\u77e9\u9635\u3002<\/p>\n

\u8fd1\u6765\u5e38\u7528\u7684\u8fd1\u4f3c\u7b97\u6cd5\u662f\u5217\u5b50\u96c6\u9009\u62e9\uff08Column Subset Selection\uff0cCSS\uff09\u3002<\/p>\n

\u5b83\u7684\u601d\u8def\u5176\u5b9e\u975e\u5e38\u76f4\u89c2\u3002<\/p>\n

\u5728\u9762\u5bf9\u4e00\u4e2a\u5305\u542b\u5927\u91cf\u5217\u7684\u6570\u636e\u77e9\u9635\uff0c\u4e0d\u518d\u76f4\u63a5\u6c42\u51fa\u4e00\u4e2a\u5168\u65b0\u7684\u4f4e\u79e9\u77e9\u9635\uff0c\u800c\u662f\u4ece\u539f\u77e9\u9635\u4e2d\u6311\u51fa\u5177\u6709\u4ee3\u8868\u6027\u7684\u82e5\u5e72\u5217\uff0c\u518d\u7528\u5b83\u4eec\u5f20\u6210\u7684\u7a7a\u95f4\u53bb\u8fd1\u4f3c\u6574\u4e2a\u77e9\u9635\u3002<\/p>\n

\u7531\u4e8e\u88abCSS\u9009\u51fa\u6765\u7684\u5217\u76f4\u63a5\u6765\u81ea\u539f\u59cb\u6570\u636e\uff0c\u56e0\u6b64\u4f1a\u6bd4\u666e\u901a\u77e9\u9635\u5206\u89e3\u5f97\u5230\u7684\u62bd\u8c61\u5411\u91cf\u66f4\u5bb9\u6613\u89e3\u91ca\uff0c\u540c\u65f6\u5b83\u4e5f\u80fd\u964d\u4f4e\u5b58\u50a8\u548c\u8ba1\u7b97\u6210\u672c\uff0c\u9002\u5408\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u3002<\/p>\n

\u6b64\u524d\u7684\u7814\u7a76\u8bc1\u660e\uff0c\u5176\u4e2d\u5bf9\u4e8e\u4e00\u822c\u7684\u4f4e\u79e9\u8fd1\u4f3c\uff0cCSS\u7b97\u6cd5\u7684\u8fd1\u4f3c\u6bd4\u4e0a\u754c\u5927\u7ea6\u662fO(k+1)\u3002<\/p>\n

\u8fd9\u91cc\u7684k\u6307\u7684\u662f\u76ee\u6807\u77e9\u9635\u7684\u79e9\uff0ck\u8d8a\u5927\uff0c\u7406\u8bba\u4e0a\u5141\u8bb8\u7684\u6700\u574f\u8bef\u5dee\u5c31\u8d8a\u5927\u3002<\/p>\n

\u738b\u8679\u7b49\u4eba\u7684\u5de5\u4f5c\uff0c\u5219\u662f\u628a\u8fd9\u4e2a\u754c\u8fdb\u4e00\u6b65\u63a8\u8fdb\uff1a<\/p>\n

\u76f8\u8f83\u6b64\u524d\u7edf\u4e00\u7684O(k+1)\u7ed3\u679c\uff0c\u8fd9\u4e00\u754c\u660e\u663e\u66f4\u7d27\uff0c\u7b97\u6cd5\u80fd\u591f\u88ab\u4e25\u683c\u9650\u5236\uff0c\u6700\u574f\u7ed3\u679c\u4e5f\u53ea\u4f1a\u6bd4\u6700\u4f18\u89e3\u5dee\u4e00\u70b9\u70b9\u3002<\/p>\n

\u53e6\u5916\uff0c\u5bf9\u4e8ep\u22652\u7684\u60c5\u51b5\uff0c\u8bba\u6587\u8fd8\u6784\u9020\u4e86\u5bf9\u5e94\u7684\u4e0b\u754c\uff0c\u8bc1\u660e\u5176\u7ed3\u679c\u7cbe\u786e\u5230\u5e38\u65701\u3002<\/p>\n

\u6362\u53e5\u8bdd\u8bf4\uff0c\u8fd9\u7bc7\u8bba\u6587\u7ed9\u51fa\u4e86\u8fd1\u4e4e\u5c01\u9876\u7684\u7406\u8bba\u7b54\u6848\u3002<\/p>\n

\u800c\u8fd9\u7bc7\u8bba\u6587\u4e2d\u6700\u5173\u952e\u3001\u4e5f\u6700\u80fd\u4f53\u73b0\u738b\u8679\u6570\u5b66\u80cc\u666f\u7684\u90e8\u5206\uff0c\u662f\u4ed6\u4eec\u4f7f\u7528\u4e86\u6765\u81ea\u8c03\u548c\u5206\u6790\u7684\u7ecf\u5178\u5de5\u5177Riesz\u2013Thorin\u63d2\u503c\u5b9a\u7406\u3002<\/p>\n

\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u60f3\u8bc1\u660e\u4e00\u5957\u7b97\u6cd5\u5728\u6240\u6709p\u503c\u4e0b\u90fd\u6210\u7acb\uff0c\u9700\u8981\u9488\u5bf9\u4e0d\u540c\u7684p\u5206\u522b\u5c55\u5f00\u590d\u6742\u5206\u6790\u3002<\/p>\n

\u5bf9\u4e8e\u67d0\u4e9b\u7aef\u70b9\u60c5\u51b5\uff0c\u4f8b\u5982p=1\u3001p=2\u548cp=\u221e\uff0c\u5219\u76f8\u5bf9\u5bb9\u6613\u5904\u7406\u3002<\/p>\n

\u63a5\u7740Riesz\u2013Thorin\u63d2\u503c\u5b9a\u7406\u53ef\u4ee5\u5728\u638c\u63e1\u8fd9\u4e9b\u7aef\u70b9\u7ed3\u679c\u540e\uff0c\u628a\u7ed3\u8bba\u201c\u63d2\u503c\u201d\u5230\u4e2d\u95f4\u7684\u6240\u6709p\u503c\u3002<\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0c\u8bba\u6587\u5148\u8bc1\u660ep=1\u30012\u3001\u221e\u4e09\u4e2a\u7279\u6b8a\u60c5\u51b5\uff0c\u518d\u901a\u8fc7\u63d2\u503c\u7406\u8bba\u63a8\u51fa\u6574\u4e2a\u8303\u56f4\u5185\u7684\u8fd1\u4f3c\u754c\u3002<\/p>\n

\u4e8b\u5b9e\u4e0a\uff0c\u8fd9\u5957\u5de5\u5177\u5728\u8c03\u548c\u5206\u6790\u548c\u7b97\u5b50\u7406\u8bba\u4e2d\u5c5e\u4e8e\u7ecf\u5178\u65b9\u6cd5\uff0c\u5374\u5e76\u4e0d\u662f\u5f53\u65f6\u7406\u8bba\u8ba1\u7b97\u673a\u79d1\u5b66\u7814\u7a76\u8005\u6700\u5e38\u4f7f\u7528\u7684\u6280\u672f\u3002<\/p>\n

NeurIPS\u5f53\u5e74\u7684\u5ba1\u7a3f\u4eba\u4e5f\u6ce8\u610f\u5230\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n

\u5ba1\u7a3f\u4eba\u6700\u7ec8\u8ba4\u53ef\u8fd9\u7bc7\u8bba\u6587\u6700\u4e3b\u8981\u7684\u6280\u672f\u521b\u65b0\uff0c\u5c31\u662f\u5f80\u8ba1\u7b97\u673a\u9886\u57df\u5f15\u5165Riesz\u2013Thorin\u5b9a\u7406\uff0c\u6700\u540e\u7684Meta Review\u5219\u5c06\u5b83\u8bc4\u4ef7\u4e3a\u4e00\u7bc7\u8bba\u8bc1\u76f8\u5f53\u624e\u5b9e\u7684\u8bba\u6587\u3002<\/p>\n

\u653e\u5230\u4eca\u5929\u770b\uff0c\u8fd9\u7bc7\u8bba\u6587\u5176\u5b9e\u4e5f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u975e\u5e38\u5178\u578b\u7684\u8de8\u5b66\u79d1\u6848\u4f8b\uff0c\u673a\u5668\u5b66\u4e60\u7684\u96be\u9898\u6216\u8bb8\u53ef\u4ee5\u5728\u7eaf\u6570\u5b66\u4e2d\u627e\u5230\u7a81\u7834\u53e3\u3002<\/p>\n

\u65f6\u95f4\u62e8\u56de\u5230\u73b0\u5728\uff0cNeurIPS\u7684\u5ba1\u7a3f\u673a\u5236\u6b63\u5728\u53d1\u751f\u4e00\u6b21\u660e\u663e\u8c03\u6574\u3002<\/p>\n

NeurIPS 2026\u8981\u6c42\u4f5c\u8005\u5728\u6295\u7a3f\u65f6\uff0c\u4ece\u4e94\u79cd\u8d21\u732e\u7c7b\u578b\u4e2d\u9009\u62e9\u51fa\u6700\u7b26\u5408\u8bba\u6587\u5b9a\u4f4d\u7684\u4e00\u7c7b\uff1aGeneral\u3001Theory\u3001Use-Inspired\u3001Concept & Feasibility\u4ee5\u53caNegative Results\u3002<\/p>\n

\u6beb\u65e0\u7591\u95ee\uff0c\u738b\u8679\u8fd9\u7bc72019\u5e74\u7684\u8bba\u6587\u5c5e\u4e8e\u5176\u4e2d\u7684Theory\u7c7b\u578b\u3002<\/p>\n

\u6309\u7167NeurIPS 2026\u6700\u65b0\u5ba1\u7a3f\u6307\u5357\uff0c\u7406\u8bba\u8bba\u6587\u9996\u5148\u8003\u5bdf\u7684\u662f\u6570\u5b66\u4e25\u8c28\u6027\u548c\u6b63\u786e\u6027\u3002\u8bc1\u660e\u3001\u5f15\u7406\u548c\u6574\u4f53\u903b\u8f91\u5fc5\u987b\u6210\u7acb\uff0c\u6240\u4ee5\u7406\u8bba\u8bba\u6587\u5e76\u4e0d\u9700\u8981\u56e0\u4e3a\u7f3a\u5c11\u5b9e\u9a8c\u800c\u53d7\u5230\u5ffd\u89c6\u3002<\/p>\n

\u540c\u65f6NeurIPS 2026\u660e\u786e\u6307\u51fa\uff0c\u7406\u8bba\u8d21\u732e\u53ef\u4ee5\u72ec\u7acb\u6210\u7acb\uff0c\u8bbe\u8ba1\u65b0\u7b97\u6cd5\u7684\u76ee\u7684\u4e5f\u4e0d\u4e00\u5b9a\u662f\u51fb\u8d25\u6700\u65b0\u5e94\u7528\u6a21\u578b\u6216\u6700\u5927\u6570\u636e\u96c6\u4e0a\u7684SOTA\u3002<\/p>\n

\u5728\u539f\u521b\u6027\u65b9\u9762\uff0c\u4e5f\u53ef\u4ee5\u4ece\u5176\u4ed6\u5b66\u79d1\u5f15\u5165\u65b0\u7684\u8bc1\u660e\u5de5\u5177\uff0c\u6216\u5bf9\u65e2\u6709\u5de5\u5177\u8fdb\u884c\u521b\u65b0\u6027\u7efc\u5408\u3002<\/p>\n

\u800c\u8fd9\u51e0\u4e4e\u5c31\u662f\u738b\u8679\u8fd9\u7bc7\u8bba\u6587\u7684\u7cbe\u51c6\u63cf\u8ff0\u3002<\/p>\n

\u4ed6\u4eec\u6ca1\u6709\u63d0\u51fa\u4e00\u4e2a\u4eca\u5929\u610f\u4e49\u4e0a\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u4e5f\u6ca1\u6709\u8bad\u7ec3\u53c2\u6570\u91cf\u5de8\u5927\u7684\u6a21\u578b\uff0c\u800c\u662f\u628a\u8c03\u548c\u5206\u6790\u4e2d\u7684\u63d2\u503c\u5b9a\u7406\u5f15\u5165\u4f4e\u79e9\u8fd1\u4f3c\uff0c\u89e3\u51b3\u8fd1\u4f3c\u7b97\u6cd5\u754c\u9650\u95ee\u9898\u3002<\/p>\n

\u653e\u52302026\u5e74\u7684\u8bc4\u5ba1\u6846\u67b6\u4e2d\uff0c\u5b83\u4f9d\u7136\u662f\u4e00\u7bc7\u975e\u5e38\u6807\u51c6\u7684NeurIPS\u7406\u8bba\u8bba\u6587\u3002<\/p>\n

\u5b83\u4e5f\u53cd\u5411\u8bf4\u660e\uff0cNeurIPS\u5e76\u4e0d\u7b49\u4e8e\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u53d1\u5e03\u4f1a\uff0c\u5bf9\u5df2\u6709\u65b9\u6cd5\u7ed9\u51fa\u65b0\u7684\u7406\u89e3\u3001\u53d1\u73b0\u65b0\u7684\u6027\u8d28\u3001\u5efa\u7acb\u66f4\u7d27\u7684\u7406\u8bba\u754c\u9650\uff0c\u540c\u6837\u5c5e\u4e8e\u6709\u4ef7\u503c\u7684\u539f\u521b\u8d21\u732e\u3002<\/p>\n

\u81f3\u4e8e\u6570\u5b66\u548cAI\u4e4b\u95f4\u7684\u8fb9\u754c\uff0c\u4e5f\u4ece\u6765\u6ca1\u6709\u60f3\u8c61\u4e2d\u90a3\u4e48\u6e05\u6670\u3002<\/p>\n

\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u80fd\u53d1NeurIPS\uff0c\u6570\u5b66\u8bed\u8a00\u4e5f\u80fd\u4e3aAI\u627e\u5230\u5b83\u771f\u6b63\u7684\u901a\u89e3\u3002<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a[1]https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2019\/file\/80a8155eb153025ea1d513d0b2c4b675-Paper.pdf[2]https:\/\/neurips.cc\/Conferences\/2026\/ReviewerGuidelines[3]https:\/\/sites.google.com\/view\/hongwang\/home[4]http:\/\/xhslink.cn\/o\/8oQ3gm7qaxu<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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