Recommender Systems

Bayesian Optimization for Policy Search via Online-Offline Experimentation JMLR 2019 Collective Matrix Completion JMLR 2019 Context-Aware Visual Compatibility Prediction CVPR 2019 Deep Interest Evolution Network for Click-Through Rate Prediction AAAI 2019 Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019 Explainable Recommendation through Attentive Multi-View Learning AAAI 2019 From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019 From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019 Generative Adversarial User Model for Reinforcement Learning Based Recommendation System ICML 2019 Hashtag Recommendation for Photo Sharing Services AAAI 2019 Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer AAAI 2019 Neural News Recommendation with Multi-Head Self-Attention EMNLP 2019 Recommendation from Raw Data with Adaptive Compound Poisson Factorization UAI 2019 Session-Based Recommendation with Graph Neural Networks AAAI 2019 TransConv: Relationship Embedding in Social Networks AAAI 2019 Who wrote this book? A challenge for e-commerce EMNLP 2019 A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers NeurIPS 2018 Binary Rating Estimation with Graph Side Information NeurIPS 2018 Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation NAACL 2018 Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences IJCAI 2018 Creating Capsule Wardrobes From Fashion Images CVPR 2018 Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity NeurIPS 2018 Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NeurIPS 2018 LRMM: Learning to Recommend with Missing Modalities EMNLP 2018