RECS: Robust Graph Embedding Using Connection Subgraphs May 3, 2018 General Classification Graph Embedding
— Unverified A Large Multilingual and Multi-domain Dataset for Recommender Systems May 1, 2018 Collaborative Filtering Recommendation Systems
— Unverified A Missing Information Loss function for implicit feedback datasets Apr 30, 2018 Denoising Recommendation Systems
— Unverified Explainable Recommendation: A Survey and New Perspectives Apr 30, 2018 Explainable Recommendation Persuasiveness
— Unverified Collaborative Memory Network for Recommendation Systems Apr 29, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Offline Evaluation of Ranking Policies with Click Models Apr 27, 2018 Recommendation Systems
— Unverified From product recommendation to cyber-attack prediction: Generating attack graphs and predicting future attacks Apr 26, 2018 Management Product Recommendation
— Unverified A multi-level collaborative filtering method that improves recommendations Apr 24, 2018 Collaborative Filtering Decision Making
— Unverified Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate Apr 21, 2018 Click-Through Rate Prediction Recommendation Systems
Code Code Available Expert Finding in Community Question Answering: A Review Apr 21, 2018 Community Question Answering Ensemble Learning
— Unverified CoNet: Collaborative Cross Networks for Cross-Domain Recommendation Apr 18, 2018 Recommendation Systems Transfer Learning
Code Code Available LCMR: Local and Centralized Memories for Collaborative Filtering with Unstructured Text Apr 17, 2018 Articles Collaborative Filtering
— Unverified A Boosting Framework of Factorization Machine Apr 17, 2018 Recommendation Systems
— Unverified Binary Matrix Factorization via Dictionary Learning Apr 16, 2018 Dictionary Learning Model Selection
— Unverified Regularized Singular Value Decomposition and Application to Recommender System Apr 13, 2018 BIG-bench Machine Learning Recommendation Systems
— Unverified DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction Apr 12, 2018 Click-Through Rate Prediction Feature Engineering
Code Code Available Predicting Twitter User Socioeconomic Attributes with Network and Language Information Apr 11, 2018 Recommendation Systems
Code Code Available The Bibliotelemetry of Information and Environment: an Evaluation of IoT-Powered Recommender Systems Mar 29, 2018 Recommendation Systems
— Unverified Improving incremental recommenders with online bagging Mar 26, 2018 Recommendation Systems
— Unverified Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback Mar 26, 2018 Collaborative Filtering Recommendation Systems
— Unverified Evaluation of Session-based Recommendation Algorithms Mar 26, 2018 Recommendation Systems Session-Based Recommendations
Code Code Available Learning Recommendations While Influencing Interests Mar 23, 2018 Recommendation Systems
— Unverified Current Challenges and Visions in Music Recommender Systems Research Mar 21, 2018 Recommendation Systems
— Unverified Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products Mar 20, 2018 Recommendation Systems
— Unverified Learning over Knowledge-Base Embeddings for Recommendation Mar 17, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Similar but Different: Exploiting Users' Congruity for Recommendation Systems Mar 16, 2018 Recommendation Systems Sociology
— Unverified xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems Mar 14, 2018 Click-Through Rate Prediction Recommendation Systems
Code Code Available Binary Matrix Completion Using Unobserved Entries Mar 13, 2018 General Classification Matrix Completion
— Unverified RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems Mar 9, 2018 Click-Through Rate Prediction Collaborative Filtering
Code Code Available Deep Models of Interactions Across Sets Mar 7, 2018 Collaborative Filtering Matrix Completion
Code Code Available Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba Mar 6, 2018 Graph Embedding Recommendation Systems
Code Code Available Relative Pairwise Relationship Constrained Non-negative Matrix Factorisation Mar 5, 2018 Clustering Image Clustering
Code Code Available Collaborative Metric Learning Recommendation System: Application to Theatrical Movie Releases Mar 1, 2018 Collaborative Filtering Metric Learning
— Unverified SQL-Rank: A Listwise Approach to Collaborative Ranking Feb 28, 2018 Collaborative Ranking Recommendation Systems
Code Code Available Sequence-Aware Recommender Systems Feb 23, 2018 Benchmarking Matrix Completion
Code Code Available Federated Meta-Learning with Fast Convergence and Efficient Communication Feb 22, 2018 Federated Learning Meta-Learning
— Unverified Improving Recommender Systems Beyond the Algorithm Feb 21, 2018 Recommendation Systems
— Unverified Real World Evaluation of Approaches to Research Paper Recommendation Feb 19, 2018 Recommendation Systems
— Unverified A Study of Position Bias in Digital Library Recommender Systems Feb 19, 2018 Position Recommendation Systems
— Unverified Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning Feb 19, 2018 Deep Reinforcement Learning Recommendation Systems
— Unverified Variational Autoencoders for Collaborative Filtering Feb 16, 2018 Bayesian Inference Collaborative Filtering
Code Code Available Online Machine Learning in Big Data Streams Feb 16, 2018 BIG-bench Machine Learning Recommendation Systems
— Unverified Variational Autoencoders for Collaborative Filtering Feb 16, 2018 Bayesian Inference Collaborative Filtering
Code Code Available Popularity-Aware Item Weighting for Long-Tail Recommendation Feb 15, 2018 Recommendation Systems
— Unverified Neural Tensor Factorization Feb 13, 2018 Collaborative Filtering Link Prediction
— Unverified Superposition-Assisted Stochastic Optimization for Hawkes Processes Feb 13, 2018 Diversity Recommendation Systems
— Unverified Policy Gradients for Contextual Recommendations Feb 12, 2018 Decision Making Multi-Armed Bandits
— Unverified Augment and Reduce: Stochastic Inference for Large Categorical Distributions Feb 12, 2018 General Classification Recommendation Systems
Code Code Available Bayesian inference for bivariate ranks Feb 9, 2018 Bayesian Inference Recommendation Systems
— Unverified DeepProcess: Supporting business process execution using a MANN-based recommender system Feb 3, 2018 Activity Prediction Recommendation Systems
Code Code Available 