{"description":"[1701.04099] Field-aware Factorization Machines in a Real-world Online Advertising System Criteo \u3067 Field-aware Factorization Machines \u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\uff0c\u3068\u3044\u3046\u8a71\uff0e\u6c17\u306b\u306a\u3063\u305f\u70b9\u3092\u30e1\u30e2\u3057\u3066\u304a\u304f\uff0e \u8907\u6570\u30de\u30b7\u30f3\u3067\u306e\u63a8\u5b9a Iterative Parameter Mixing \u3092\u884c\u3063\u3066\u3044\u308b\u304c\u30de\u30b7\u30f3\u304c\u5897\u3048\u308b\u307b\u3069\u53ce\u675f\u304c\u9045\u304f\u306a\u308b \u5b66\u7fd2\u7387\u3092\u5927\u304d\u304f\u3059\u308b\u3068\u53ce\u675f\u306f\u65e9\u304f\u306a\u308b\u304c\u7cbe\u5ea6\u304c\u60aa\u304f\u306a\u308b \u305d\u3053\u3067\u5b66\u7fd2\u7387\u3092\u5927\u304d\u304f\u3057\u3064\u3064 AdaGrad \u3092\u7528\u3044\u3066\u7cbe\u5ea6\u826f\u304f\u53ce\u675f\u3055\u305b\u308b FFM \u3068 warm star\u2026","image_url":null,"published":"2017-07-06 18:33:02","blog_title":"\u7cde\u7cde\u7cde\u30cd\u30c3\u30c8\u5f01\u6176","provider_url":"https://hatena.blog","url":"https://repose.hatenadiary.jp/entry/20170706/1499333582","height":"190","blog_url":"https://repose.hatenadiary.jp/","author_url":"https://blog.hatena.ne.jp/repose/","categories":["\u8ad6\u6587"],"version":"1.0","provider_name":"Hatena Blog","width":"100%","type":"rich","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Frepose.hatenadiary.jp%2Fentry%2F20170706%2F1499333582\" title=\" Field-aware Factorization Machines in a Real-world Online Advertising System (WWW 2017) \u8aad\u3093\u3060 - \u7cde\u7cde\u7cde\u30cd\u30c3\u30c8\u5f01\u6176\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","title":" Field-aware Factorization Machines in a Real-world Online Advertising System (WWW 2017) \u8aad\u3093\u3060","author_name":"repose"}