Maximizing Induced Cardinality Under a Determinantal Point Process Dec 1, 2018 Point Processes Recommendation Systems
— Unverified Modeling Dynamic Missingness of Implicit Feedback for Recommendation Dec 1, 2018 Collaborative Filtering Recommendation Systems
— Unverified Fighting Boredom in Recommender Systems with Linear Reinforcement Learning Dec 1, 2018 Recommendation Systems reinforcement-learning
— Unverified How to Profile Privacy-Conscious Users in Recommender Systems Dec 1, 2018 Recommendation Systems
— Unverified Mixture Matrix Completion Dec 1, 2018 Clustering Matrix Completion
— Unverified One-at-a-time: A Meta-Learning Recommender-System for Recommendation-Algorithm Selection on Micro Level Nov 30, 2018 Meta-Learning Recommendation Systems
— Unverified Active Learning in Recommendation Systems with Multi-level User Preferences Nov 30, 2018 Active Learning Recommendation Systems
— Unverified A new system-wide diversity measure for recommendations with efficient algorithms Nov 30, 2018 Diversity Recommendation Systems
— Unverified TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank Nov 30, 2018 Document Summarization Learning-To-Rank
Code Code Available A Review on Recommendation Systems: Context-aware to Social-based Nov 28, 2018 Recommendation Systems
— Unverified Rotting bandits are not harder than stochastic ones Nov 27, 2018 Multi-Armed Bandits Recommendation Systems
— Unverified Movie Recommendation System using Sentiment Analysis from Microblogging Data Nov 27, 2018 Collaborative Filtering Movie Recommendation
Code Code Available Questioning the assumptions behind fairness solutions Nov 27, 2018 Decision Making Fairness
— Unverified ParsRec: A Novel Meta-Learning Approach to Recommending Bibliographic Reference Parsers Nov 26, 2018 Meta-Learning Recommendation Systems
— Unverified The Architecture of Mr. DLib's Scientific Recommender-System API Nov 26, 2018 Articles Recommendation Systems
— Unverified Sequential Variational Autoencoders for Collaborative Filtering Nov 25, 2018 Recommendation Systems
Code Code Available Recommending Users: Whom to Follow on Federated Social Networks Nov 22, 2018 Collaborative Filtering Recommendation Systems
— Unverified Attentive Neural Architecture Incorporating Song Features For Music Recommendation Nov 20, 2018 Future prediction Music Recommendation
— Unverified Reinforcement Learning and Inverse Reinforcement Learning with System 1 and System 2 Nov 19, 2018 Recommendation Systems reinforcement-learning
— Unverified Bandana: Using Non-volatile Memory for Storing Deep Learning Models Nov 14, 2018 Deep Learning hypergraph partitioning
— Unverified Incentivizing Exploration with Selective Data Disclosure Nov 14, 2018 Efficient Exploration Recommendation Systems
— Unverified Large-scale Interactive Recommendation with Tree-structured Policy Gradient Nov 14, 2018 Clustering Interactive Recommendation
— Unverified Fine-Grained User Profiling for Personalized Task Matching in Mobile Crowdsensing Nov 14, 2018 Recommendation Systems
— Unverified Quantum-inspired sublinear classical algorithms for solving low-rank linear systems Nov 12, 2018 Recommendation Systems
— Unverified Explainable Reasoning over Knowledge Graphs for Recommendation Nov 12, 2018 Knowledge Graphs Recommendation Systems
Code Code Available Deep Item-based Collaborative Filtering for Top-N Recommendation Nov 11, 2018 Collaborative Filtering Decision Making
Code Code Available SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation Nov 7, 2018 Collaborative Filtering Recommendation Systems
— Unverified Collaborative Filtering with Stability Nov 6, 2018 Collaborative Filtering Recommendation Systems
— Unverified CAB: Continuous Adaptive Blending Estimator for Policy Evaluation and Learning Nov 6, 2018 counterfactual Recommendation Systems
— Unverified Fast Non-Bayesian Poisson Factorization for Implicit-Feedback Recommendations Nov 5, 2018 Recommendation Systems Variational Inference
Code Code Available GEMRank: Global Entity Embedding For Collaborative Filtering Nov 5, 2018 Collaborative Filtering Recommendation Systems
— Unverified Intervention Harvesting for Context-Dependent Examination-Bias Estimation Nov 5, 2018 Learning-To-Rank Position
— Unverified Session-based Recommendation with Graph Neural Networks Nov 1, 2018 Recommendation Systems Session-Based Recommendations
Code Code Available Online Diverse Learning to Rank from Partial-Click Feedback Nov 1, 2018 Learning-To-Rank Recommendation Systems
— Unverified Clustered Monotone Transforms for Rating Factorization Oct 31, 2018 Recommendation Systems regression
— Unverified Recovery Guarantees for Quadratic Tensors with Sparse Observations Oct 31, 2018 Recommendation Systems
— Unverified Quantum principal component analysis only achieves an exponential speedup because of its state preparation assumptions Oct 31, 2018 Clustering Recommendation Systems
— Unverified Explicit Feedbacks Meet with Implicit Feedbacks : A Combined Approach for Recommendation System Oct 29, 2018 Recommendation Systems
— Unverified A new approach of contextual recommendation based on the method of Hierarchical Analysis of Processes Oct 23, 2018 Decision Making Recommendation Systems
— Unverified Scalable Recommender Systemsthrough Recursive Evidence Chains Oct 20, 2018 Matrix Completion Recommendation Systems
— Unverified Temporal Proximity induces Attributes Similarity Oct 20, 2018 Attribute Recommendation Systems
— Unverified A Model Parallel Proximal Stochastic Gradient Algorithm for Partially Asynchronous Systems Oct 19, 2018 BIG-bench Machine Learning Recommendation Systems
— Unverified Probabilistic Matrix Factorization with Personalized Differential Privacy Oct 19, 2018 Recommendation Systems
— Unverified Convolutional Collaborative Filter Network for Video Based Recommendation Systems Oct 18, 2018 Recommendation Systems
— Unverified Compositional Verification for Autonomous Systems with Deep Learning Components Oct 18, 2018 Autonomous Vehicles Deep Learning
— Unverified A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers Oct 18, 2018 Fairness Recommendation Systems
— Unverified Faster Matrix Completion Using Randomized SVD Oct 16, 2018 CPU Image Inpainting
Code Code Available Regret vs. Bandwidth Trade-off for Recommendation Systems Oct 15, 2018 Recommendation Systems
— Unverified Neural Variational Hybrid Collaborative Filtering Oct 12, 2018 Collaborative Filtering Recommendation Systems
— Unverified Systematic Biases in Link Prediction: comparing heuristic and graph embedding based methods Oct 11, 2018 Fairness Graph Embedding
— Unverified 