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Recommender Systems

313 directly classified papers

Papers per year

Papers

Towards an Integrative Educational Recommender for Lifelong Learners (Student Abstract) AAAI 2020
I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance (Student Abstract) AAAI 2020
Deep Ranking for Style-Aware Room Recommendations (Student Abstract) AAAI 2020
TransConv: Relationship Embedding in Social Networks AAAI 2019
Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer AAAI 2019
Collective Matrix Completion JMLR 2019
Bayesian Optimization for Policy Search via Online-Offline Experimentation JMLR 2019
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System ICML 2019
Neural News Recommendation with Multi-Head Self-Attention EMNLP 2019
Deep Interest Evolution Network for Click-Through Rate Prediction AAAI 2019
An Integral Tag Recommendation Model for Textual Content AAAI 2019
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019
Recommendation from Raw Data with Adaptive Compound Poisson Factorization UAI 2019
From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019
Hashtag Recommendation for Photo Sharing Services AAAI 2019
Explainable Recommendation through Attentive Multi-View Learning AAAI 2019
Who wrote this book? A challenge for e-commerce EMNLP 2019
From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019
Session-Based Recommendation with Graph Neural Networks AAAI 2019
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019
Assessing Personally Perceived Image Quality via Image Features and Collaborative Filtering CVPR 2019
Context-Aware Visual Compatibility Prediction CVPR 2019
Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity NIPS 2018
Binary Rating Estimation with Graph Side Information NIPS 2018
Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NIPS 2018