Reinforcement Learning to Optimize Long-term User Engagement in Recommender Systems Feb 13, 2019 Recommendation Systems reinforcement-learning
— Unverified A Long-Short Demands-Aware Model for Next-Item Recommendation Feb 12, 2019 Recommendation Systems
— Unverified Whole-Chain Recommendations Feb 11, 2019 Multi-agent Reinforcement Learning Recommendation Systems
— Unverified Context-Aware Visual Compatibility Prediction Feb 10, 2019 Graph Neural Network Metric Learning
Code Code Available Link Prediction via Higher-Order Motif Features Feb 8, 2019 General Classification Link Prediction
Code Code Available A Network-centric Framework for Auditing Recommendation Systems Feb 7, 2019 Recommendation Systems
— Unverified The few-get-richer: a surprising consequence of popularity-based rankings Feb 7, 2019 Misinformation Recommendation Systems
— Unverified Should I Follow the Crowd? A Probabilistic Analysis of the Effectiveness of Popularity in Recommender Systems Feb 6, 2019 Recommendation Systems
— Unverified Recommender Systems Notation: Proposed Common Notation for Teaching and Research Feb 4, 2019 Information Retrieval Recommendation Systems
— Unverified Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems Feb 3, 2019 Recommendation Systems reinforcement-learning
— Unverified RELINE: Point-of-Interest Recommendations using Multiple Network Embeddings Feb 2, 2019 Recommendation Systems
Code Code Available Sequential Evaluation and Generation Framework for Combinatorial Recommender System Feb 1, 2019 Recommendation Systems Reinforcement Learning
Code Code Available Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model Jan 31, 2019 Recommendation Systems Thompson Sampling
— Unverified Learning Triggers for Heterogeneous Treatment Effects Jan 31, 2019 Heterogeneous Treatment Effect Estimation Recommendation Systems
Code Code Available Geometric Matrix Completion with Deep Conditional Random Fields Jan 29, 2019 Matrix Completion Recommendation Systems
— Unverified Securing Tag-based recommender systems against profile injection attacks: A comparative study. (Extended Report) Jan 24, 2019 Deep Learning Recommendation Systems
— Unverified PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography Jan 23, 2019 BIG-bench Machine Learning Recommendation Systems
— Unverified Constant Time Graph Neural Networks Jan 23, 2019 Graph Attention Question Answering
— Unverified AspeRa: Aspect-based Rating Prediction Model Jan 23, 2019 model Prediction
— Unverified Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation Jan 23, 2019 Collaborative Filtering Graph Embedding
Code Code Available Managing Popularity Bias in Recommender Systems with Personalized Re-ranking Jan 22, 2019 Recommendation Systems Re-Ranking
— Unverified Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text Jan 22, 2019 Collaborative Filtering Movie Recommendation
— Unverified DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets Jan 21, 2019 Recommendation Systems Representation Learning
— Unverified Learning Vertex Representations for Bipartite Networks Jan 16, 2019 Collaborative Filtering Knowledge Graphs
Code Code Available Hybrid Recommender Systems: A Systematic Literature Review Jan 12, 2019 Collaborative Filtering Recommendation Systems
Code Code Available Retrieving Similar E-Commerce Images Using Deep Learning Jan 11, 2019 Deep Learning Fine-Grained Visual Recognition
Code Code Available Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation Jan 1, 2019 Language Modeling Language Modelling
Code Code Available A Neural Network Based Explainable Recommender System Dec 31, 2018 Collaborative Filtering Feature Engineering
— Unverified Towards Finding Non-obvious Papers: An Analysis of Citation Recommender Systems Dec 29, 2018 Citation Recommendation Recommendation Systems
— Unverified Loss Aversion in Recommender Systems: Utilizing Negative User Preference to Improve Recommendation Quality Dec 29, 2018 Link Prediction Recommendation Systems
— Unverified Generative Adversarial User Model for Reinforcement Learning Based Recommendation System Dec 27, 2018 Generative Adversarial Network Model-based Reinforcement Learning
Code Code Available Deep Item-based Collaborative Filtering for Sparse Implicit Feedback Dec 26, 2018 Collaborative Filtering Recommendation Systems
— Unverified TransNFCM: Translation-Based Neural Fashion Compatibility Modeling Dec 25, 2018 Recommendation Systems Representation Learning
— Unverified Deep Autoencoder for Recommender Systems: Parameter Influence Analysis Dec 25, 2018 Recommendation Systems
— Unverified Recommendation System based on Semantic Scholar Mining and Topic modeling: A behavioral analysis of researchers from six conferences Dec 20, 2018 Recommendation Systems
— Unverified Towards Deep Conversational Recommendations Dec 18, 2018 Conversational Recommendation Recommendation Systems
Code Code Available A Fuzzy Community-Based Recommender System Using PageRank Dec 18, 2018 Community Detection Recommendation Systems
— Unverified Deep Heterogeneous Autoencoders for Collaborative Filtering Dec 17, 2018 Collaborative Filtering Recommendation Systems
— Unverified Domain-to-Domain Translation Model for Recommender System Dec 15, 2018 model Multi-Domain Recommender Systems
— Unverified Data-Driven Interaction Review of an Ed-Tech Application Dec 13, 2018 Recommendation Systems
— Unverified Enriching Article Recommendation with Phrase Awareness Dec 12, 2018 Informativeness Recommendation Systems
— Unverified Learning Item-Interaction Embeddings for User Recommendations Dec 11, 2018 Computational Efficiency Recommendation Systems
— Unverified Top-N-Rank: A Scalable List-wise Ranking Method for Recommender Systems Dec 10, 2018 Learning-To-Rank Recommendation Systems
— Unverified Exploiting Implicit Trust and Geo-social Network for Recommendation Dec 6, 2018 Collaborative Filtering Recommendation Systems
— Unverified Top-K Off-Policy Correction for a REINFORCE Recommender System Dec 6, 2018 Recommendation Systems
— Unverified Structured Semantic Model supported Deep Neural Network for Click-Through Rate Prediction Dec 4, 2018 Click-Through Rate Prediction Recommendation Systems
Code Code Available Utilizing Imbalanced Data and Classification Cost Matrix to Predict Movie Preferences Dec 4, 2018 Classification General Classification
— Unverified Learning Representations of Social Media Users Dec 2, 2018 Recommendation Systems
— Unverified Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems Dec 2, 2018 Fairness Recommendation Systems
Code Code Available Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward Dec 1, 2018 Decision Making Multi-Armed Bandits
— Unverified 