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CTR Prediction/Bid-aware Gradient Descent for Unbiased Learning with Censored Data in Display Advertising.pdf Bidding Strategy/Bid-aware Gradient Descent for Unbiased Learning with Censored Data in Display Advertising.pdf
CTR Prediction/Adaptive Targeting for Online Advertisement.pdf
-1.4 MB
CTR Prediction/Logistic Regression in Rare Events Data.pdf
-307 KB
Factorization Machines/Field-aware Factorization Machines for CTR Prediction.pdf Classic CTR Prediction/[FFM] Field-aware Factorization Machines for CTR Prediction (Criteo 2016).pdf
Factorization Machines/Fast Context-aware Recommendations with Factorization Machines.pdf Classic CTR Prediction/[FM] Fast Context-aware Recommendations with Factorization Machines (UKON 2011).pdf
CTR Prediction/Ad Click Prediction a View from the Trenches.pdf Classic CTR Prediction/[FTRL] Ad Click Prediction a View from the Trenches (Google 2013).pdf
CTR Prediction/[GBDT+LR]Practical Lessons from Predicting Clicks on Ads at Facebook.pdf Classic CTR Prediction/[GBDT+LR] Practical Lessons from Predicting Clicks on Ads at Facebook (Facebook 2014).pdf
Classic CTR Prediction/[LR] Predicting Clicks - Estimating the Click-Through Rate for New Ads (Microsoft 2007).pdf
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CTR Prediction/Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction.pdf Classic CTR Prediction/[PS-PLM] Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction (Alibaba 2017).pdf
Deep Learning CTR Prediction/[AFM] Attentional Factorization Machines - Learning the Weight of Feature Interactions via Attention Networks (ZJU 2017).pdf
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CTR Prediction/Deep & Cross Network for Ad Click Predictions.pdf Deep Learning CTR Prediction/[DCN] Deep & Cross Network for Ad Click Predictions (Stanford 2017).pdf
CTR Prediction/[DIEN]Deep Interest Evolution Network for Click-Through Rate Prediction.pdf Deep Learning CTR Prediction/[DIEN] Deep Interest Evolution Network for Click-Through Rate Prediction (Alibaba 2019).pdf
CTR Prediction/[DIN]Deep Interest Network for Click-Through Rate Prediction.pdf Deep Learning CTR Prediction/[DIN] Deep Interest Network for Click-Through Rate Prediction (Alibaba 2018).pdf
CTR Prediction/Learning Deep Structured Semantic Models for Web Search using Clickthrough Data.pdf Deep Learning CTR Prediction/[DSSM] Learning Deep Structured Semantic Models for Web Search using Clickthrough Data (UIUC 2013).pdf
CTR Prediction/Deep Crossing- Web-Scale Modeling without Manually Crafted Combinatorial Features.pdf Deep Learning CTR Prediction/[Deep Crossing] Deep Crossing - Web-Scale Modeling without Manually Crafted Combinatorial Features (Microsoft 2016).pdf
CTR Prediction/[DeepFM]- A Factorization-Machine based Neural Network for CTR Prediction.pdf Deep Learning CTR Prediction/[DeepFM] A Factorization-Machine based Neural Network for CTR Prediction (HIT-Huawei 2017).pdf
CTR Prediction/Entire Space Multi-Task Model_ An Effective Approach for Estimating Post-Click Conversion Rate.pdf Deep Learning CTR Prediction/[ESMM] Entire Space Multi-Task Model - An Effective Approach for Estimating Post-Click Conversion Rate (Alibaba 2018).pdf
CTR Prediction/[FNN]Deep Learning over Multi-field Categorical Data.pdf Deep Learning CTR Prediction/[FNN] Deep Learning over Multi-field Categorical Data (UCL 2016).pdf
CTR Prediction/Image Matters- Visually modeling user behaviors using Advanced Model Server.pdf Deep Learning CTR Prediction/[Image CTR] Image Matters - Visually modeling user behaviors using Advanced Model Server (Alibaba 2018).pdf
Deep Learning CTR Prediction/[NFM] Neural Factorization Machines for Sparse Predictive Analytics (NUS 2017).pdf
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CTR Prediction/[PNN]Product-based Neural Networks for User Response Prediction.pdf Deep Learning CTR Prediction/[PNN] Product-based Neural Networks for User Response Prediction (SJTU 2016).pdf
CTR Prediction/[Wide & Deep]Wide & Deep Learning for Recommender Systems.pdf Deep Learning CTR Prediction/[Wide & Deep] Wide & Deep Learning for Recommender Systems (Google 2016).pdf
Deep Learning CTR Prediction/[xDeepFM] xDeepFM - Combining Explicit and Implicit Feature Interactions for Recommender Systems (USTC 2018).pdf
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README.md
CTR Prediction/[Multi-Task]An Overview of Multi-Task Learning in Deep Neural Networks.pdf Transfer Learning/[Multi-Task]An Overview of Multi-Task Learning in Deep Neural Networks.pdf
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