【position bias 2】Online Learning from Click Data for Sponsored Search
這是一篇Yahoo比較早期（08年）的使用機器學習模型來解決query-ad相關性的文章，deep learning還沒有流行起來，所以現在看起來還比較naive，看這篇主要是其中一處對position bias的處理。 全部文章的細節就不描述，對早期業界方法感興趣的可以看看，那時候猜測還沒有流行起來直接使用點擊數據來作爲label來計算點擊率（文章中有背景介紹），其餘的其實跟現有框架的差不多，也
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相關文章
- 1. 論文Deep Character-Level Click-Through Rate Prediction for Sponsored Search
- 2. Private Data Manipulation in Optimal Sponsored Search Auction
- 3. Learning from Uncertainty for Big Data
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- 5. 搜索、推薦業務中 - position bias的工業界、學術界 發展歷程 - 系列1(共計2)
- 6. Deep learning III - II Machine Learning Strategy 2 - Bias and Variance with mismatched data distribu
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