Deep Interest Evolution Network for Click-Through Rate Prediction
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt
Code (15)
Tasks
Click-Through Rate PredictionDeep LearningPredictionSimilar Papers 제목 키워드 기반
Soft Retargeting Network for Click Through Rate Prediction
The study of user interest models has received a great deal of attention in click through rate (CTR) prediction recently. These models aim at capturing user interest from different perspectives, including user interest e…
Click-Through Rate PredictionGraph EmbeddingPredictionDeep Session Interest Network for Click-Through Rate Prediction
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorizat…
Click-Through Rate PredictionDeep LearningPredictionRecommendation SystemsModeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search
Modeling user's historical feedback is essential for Click-Through Rate Prediction in personalized search and recommendation. Existing methods usually only model users' positive feedback information such as click sequenc…
Click-Through Rate PredictionDenoisingFeature Generation by Convolutional Neural Network for Click-Through Rate Prediction
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorizat…
Click-Through Rate PredictionDeep LearningRecommendation SystemsDeep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution
Click-through rate (CTR) prediction is an essential task in industrial applications such as video recommendation. Recently, deep learning models have been proposed to learn the representation of users' overall interests,…
Click-Through Rate Prediction