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 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 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 Superposition-Assisted Stochastic Optimization for Hawkes Processes Feb 13, 2018 Diversity Recommendation Systems
— Unverified Neural Tensor Factorization Feb 13, 2018 Collaborative Filtering Link Prediction
— Unverified Augment and Reduce: Stochastic Inference for Large Categorical Distributions Feb 12, 2018 General Classification Recommendation Systems
Code Code Available Policy Gradients for Contextual Recommendations Feb 12, 2018 Decision Making Multi-Armed Bandits
— Unverified 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 Visually Explainable Recommendation Jan 31, 2018 Explainable Recommendation Recommendation Systems
— Unverified TransRev: Modeling Reviews as Translations from Users to Items Jan 30, 2018 Product Recommendation Recommendation Systems
— Unverified DKN: Deep Knowledge-Aware Network for News Recommendation Jan 25, 2018 Click-Through Rate Prediction Common Sense Reasoning
Code Code Available Offline A/B testing for Recommender Systems Jan 22, 2018 counterfactual Product Recommendation
— Unverified Contextual and Position-Aware Factorization Machines for Sentiment Classification Jan 18, 2018 Classification General Classification
— Unverified Reinforcement Learning based Recommender System using Biclustering Technique Jan 17, 2018 Recommendation Systems reinforcement-learning
— Unverified Side Information Fusion for Recommender Systems over Heterogeneous Information Network Jan 8, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Indian Regional Movie Dataset for Recommender Systems Jan 7, 2018 Collaborative Filtering compressed sensing
Code Code Available Movie recommender system with metaheuristic artificial bee Jan 6, 2018 Clustering Information Retrieval
— Unverified Negative Binomial Matrix Factorization for Recommender Systems Jan 5, 2018 Binarization Recommendation Systems
— Unverified Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes Jan 2, 2018 Recommendation Systems
Code Code Available THE EFFECTIVENESS OF A TWO-LAYER NEURAL NETWORK FOR RECOMMENDATIONS Jan 1, 2018 GPU Recommendation Systems
— Unverified Deep Learning with Logged Bandit Feedback Jan 1, 2018 counterfactual Deep Learning
— Unverified Training Deep AutoEncoders for Recommender Systems Jan 1, 2018 Recommendation Systems
— Unverified Minimizing Polarization and Disagreement in Social Networks Dec 28, 2017 Recommendation Systems
Code Code Available What do we need to build explainable AI systems for the medical domain? Dec 28, 2017 Autonomous Driving Game of Go
— Unverified PERS: A Personalized and Explainable POI Recommender System Dec 20, 2017 Explainable Recommendation Recommendation Systems
— Unverified Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works Dec 20, 2017 Deep Learning Information Retrieval
Code Code Available Predicting physiological developments from human gait using smartphone sensor data Dec 13, 2017 Recommendation Systems
— Unverified Stochastic Low-Rank Bandits Dec 13, 2017 Recommendation Systems
— Unverified Context Selection for Embedding Models Dec 1, 2017 Recommendation Systems Variational Inference
Code Code Available DropoutNet: Addressing Cold Start in Recommender Systems Dec 1, 2017 Recommendation Systems
Code Code Available Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation Dec 1, 2017 Collaborative Filtering Community Detection
— Unverified Collaborative Filtering with Social Exposure: A Modular Approach to Social Recommendation Nov 30, 2017 Collaborative Filtering Recommendation Systems
— Unverified Latent Factor Interpretations for Collaborative Filtering Nov 29, 2017 Collaborative Filtering Recommendation Systems
— Unverified Inferring users' preferences through leveraging their social relationships Nov 28, 2017 Recommendation Systems
— Unverified Intent-Aware Contextual Recommendation System Nov 28, 2017 Recommendation Systems
— Unverified Generative Interest Estimation for Document Recommendations Nov 28, 2017 Density Estimation Recommendation Systems
— Unverified Classifier Selection with Permutation Tests Nov 27, 2017 BIG-bench Machine Learning Recommendation Systems
— Unverified Point of Interest Recommendation Methods in Location Based Social Networks: Traveling to a new geographical region Nov 26, 2017 Recommendation Systems
— Unverified Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time Nov 21, 2017 Recommendation Systems
Code Code Available 