Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data Nov 24, 2019 Clustering Recommendation Systems
Code Code Available Order Matters at Fanatics Recommending Sequentially Ordered Products by LSTM Embedded with Word2Vec Nov 22, 2019 Recommendation Systems
— Unverified SWAG: Item Recommendations using Convolutions on Weighted Graphs Nov 22, 2019 Recommendation Systems
— Unverified Gradient-based Optimization for Bayesian Preference Elicitation Nov 20, 2019 Recommendation Systems
— Unverified PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems Nov 19, 2019 counterfactual Recommendation Systems
Code Code Available Pairwise Interactive Graph Attention Network for Context-Aware Recommendation Nov 18, 2019 Graph Attention Recommendation Systems
— Unverified Spectral Geometric Matrix Completion Nov 17, 2019 Matrix Completion Recommendation Systems
Code Code Available The Potential of the Confluence of Theoretical and Algorithmic Modeling in Music Recommendation Nov 17, 2019 Music Recommendation Position
— Unverified Unreliable Multi-Armed Bandits: A Novel Approach to Recommendation Systems Nov 14, 2019 Multi-Armed Bandits Recommendation Systems
— Unverified Allowing for equal opportunities for artists in music recommendation Nov 13, 2019 Diversity Information Retrieval
— Unverified Generating Stereotypes Automatically For Complex Categorical Features Nov 13, 2019 Clustering Recommendation Systems
— Unverified All It Takes is 20 Questions!: A Knowledge Graph Based Approach Nov 12, 2019 All Question Generation
Code Code Available Learning Preferences and Demands in Visual Recommendation Nov 11, 2019 Recommendation Systems
— Unverified Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation Nov 10, 2019 Generative Adversarial Network Model-based Reinforcement Learning
Code Code Available Constructing a Data Visualization Recommender System Nov 10, 2019 Data Visualization Recommendation Systems
— Unverified Sequence-Aware Factorization Machines for Temporal Predictive Analytics Nov 7, 2019 Recommendation Systems
— Unverified MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems Nov 6, 2019 counterfactual Deep Reinforcement Learning
— Unverified Post-Training 4-bit Quantization on Embedding Tables Nov 5, 2019 Quantization Recommendation Systems
— Unverified Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems Nov 5, 2019 Fairness Recommendation Systems
— Unverified Mining urban lifestyles: urban computing, human behavior and recommender systems Nov 4, 2019 Recommendation Systems
— Unverified Enhancing VAEs for Collaborative Filtering: Flexible Priors & Gating Mechanisms Nov 3, 2019 Collaborative Filtering Recommendation Systems
Code Code Available The Relationship between the Consistency of Users' Ratings and Recommendation Calibration Nov 3, 2019 Fairness Recommendation Systems
— Unverified Neural News Recommendation with Multi-Head Self-Attention Nov 1, 2019 News Recommendation Recommendation Systems
Code Code Available A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature Nov 1, 2019 General Classification Recommendation Systems
— Unverified Learning Disentangled Representations for Recommendation Oct 31, 2019 Decision Making Disentanglement
— Unverified Graph Neural News Recommendation with Long-term and Short-term Interest Modeling Oct 30, 2019 Articles Collaborative Filtering
— Unverified Balancing Multi-level Interactions for Session-based Recommendation Oct 29, 2019 Recommendation Systems Session-Based Recommendations
— Unverified A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Oct 28, 2019 Entity Linking Knowledge Graph Embeddings
— Unverified Trend-responsive User Segmentation Enabling Traceable Publishing Insights. A Case Study of a Real-world Large-scale News Recommendation System Oct 28, 2019 Diversity global-optimization
— Unverified KRED: Knowledge-Aware Document Representation for News Recommendations Oct 25, 2019 Articles document understanding
Code Code Available Diversifying Database Activity Monitoring with Bandits Oct 23, 2019 Diversity Event Detection
— Unverified Meta Matrix Factorization for Federated Rating Predictions Oct 22, 2019 Collaborative Filtering Federated Learning
— Unverified Collaborative Preference Embedding against Sparse Labels Oct 21, 2019 Collaborative Filtering Decision Making
— Unverified Exploring Simple and Transferable Recognition-Aware Image Processing Oct 21, 2019 Image Retrieval Recommendation Systems
Code Code Available Stability of Graph Neural Networks to Relative Perturbations Oct 21, 2019 Movie Recommendation Recommendation Systems
— Unverified Learning to Recommend from Sparse Data via Generative User Feedback Oct 21, 2019 Collaborative Filtering Recommendation Systems
— Unverified Rank aggregation for non-stationary data streams Oct 19, 2019 Recommendation Systems
— Unverified JSCN: Joint Spectral Convolutional Network for Cross Domain Recommendation Oct 18, 2019 Recommendation Systems
Code Code Available Collaborative Filtering with Label Consistent Restricted Boltzmann Machine Oct 17, 2019 Collaborative Filtering Recommendation Systems
Code Code Available Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning Oct 16, 2019 Multi-Task Learning Recommendation Systems
— Unverified Efficiently Embedding Dynamic Knowledge Graphs Oct 15, 2019 Graph Embedding Knowledge Graph Embedding
— Unverified Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction Oct 15, 2019 Click-Through Rate Prediction Multi-Task Learning
— Unverified An Intelligent Data Analysis for Hotel Recommendation Systems using Machine Learning Oct 15, 2019 BIG-bench Machine Learning Collaborative Filtering
— Unverified Parallelized Training of Restricted Boltzmann Machines using Markov-Chain Monte Carlo Methods Oct 14, 2019 Collaborative Filtering CPU
— Unverified Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning Oct 14, 2019 BIG-bench Machine Learning Clustering
— Unverified The Impact of Popularity Bias on Fairness and Calibration in Recommendation Oct 13, 2019 Fairness Recommendation Systems
— Unverified "Bring Your Own Greedy"+Max: Near-Optimal 1/2-Approximations for Submodular Knapsack Oct 12, 2019 Recommendation Systems
Code Code Available DDTCDR: Deep Dual Transfer Cross Domain Recommendation Oct 11, 2019 Recommendation Systems Transfer Learning
— Unverified The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion Oct 4, 2019 Image Reconstruction Low-Rank Matrix Completion
— Unverified Quantum tensor singular value decomposition with applications to recommendation systems Oct 3, 2019 Recommendation Systems
— Unverified 