Hierarchical Gating Networks for Sequential Recommendation Jun 21, 2019 Recommendation Systems Sequential Recommendation
Code Code Available From Zero-Shot Learning to Cold-Start Recommendation Jun 20, 2019 Decoder Recommendation Systems
Code Code Available Sequential Experimental Design for Transductive Linear Bandits Jun 20, 2019 Drug Discovery Experimental Design
Code Code Available Understanding, Categorizing and Predicting Semantic Image-Text Relations Jun 20, 2019 Image Captioning Information Retrieval
— Unverified Steinhaus Filtration and Stable Paths in the Mapper Jun 19, 2019 Recommendation Systems Topological Data Analysis
Code Code Available Model Explanations under Calibration Jun 18, 2019 model Recommendation Systems
Code Code Available Exploiting weak ties in trust-based recommender systems using regular equivalence Jun 12, 2019 Collaborative Filtering Recommendation Systems
— Unverified Real-time Attention Based Look-alike Model for Recommender System Jun 12, 2019 Clustering Recommendation Systems
Code Code Available A decentralized trust-aware collaborative filtering recommender system based on weighted items for social tagging systems Jun 12, 2019 Collaborative Filtering Recommendation Systems
— Unverified Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation Jun 11, 2019 Data Augmentation Decoder
— Unverified Coupled Variational Recurrent Collaborative Filtering Jun 11, 2019 Collaborative Filtering Recommendation Systems
Code Code Available Heterogeneous network approach to predict individuals' mental health Jun 11, 2019 Node Classification Recommendation Systems
— Unverified Towards Amortized Ranking-Critical Training for Collaborative Filtering Jun 10, 2019 Collaborative Filtering Learning-To-Rank
Code Code Available Collaborating with Users in Proximity for Decentralized Mobile Recommender Systems Jun 7, 2019 Recommendation Systems
— Unverified Fair Division Without Disparate Impact Jun 6, 2019 Fairness Recommendation Systems
— Unverified Quaternion Collaborative Filtering for Recommendation Jun 6, 2019 All Collaborative Filtering
— Unverified Binarized Collaborative Filtering with Distilling Graph Convolutional Networks Jun 5, 2019 Collaborative Filtering Recommendation Systems
— Unverified Conversational Contextual Bandit: Algorithm and Application Jun 4, 2019 Articles News Recommendation
— Unverified A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers Jun 4, 2019 Decision Making Meta-Learning
Code Code Available The Intrinsic Robustness of Stochastic Bandits to Strategic Manipulation Jun 4, 2019 Recommendation Systems Thompson Sampling
— Unverified User Profile Feature-Based Approach to Address the Cold Start Problem in Collaborative Filtering for Personalized Movie Recommendation Jun 2, 2019 Collaborative Filtering Movie Recommendation
— Unverified Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random Jun 1, 2019 Imputation Prediction
— Unverified Hierarchical User and Item Representation with Three-Tier Attention for Recommendation Jun 1, 2019 Informativeness Recommendation Systems
— Unverified Assessing Personally Perceived Image Quality via Image Features and Collaborative Filtering Jun 1, 2019 Collaborative Filtering Recommendation Systems
— Unverified Incorporating System-Level Objectives into Recommender Systems May 31, 2019 Recommendation Systems
— Unverified Leveraging Trust and Distrust in Recommender Systems via Deep Learning May 31, 2019 Collaborative Filtering Deep Learning
— Unverified Deep Learning Recommendation Model for Personalization and Recommendation Systems May 31, 2019 Deep Learning Recommendation Systems
Code Code Available A Simulation Study of Social-Networking-Driven Smart Recommendations for Internet of Vehicles May 30, 2019 Recommendation Systems
— Unverified Deep Adversarial Social Recommendation May 30, 2019 Recommendation Systems Representation Learning
Code Code Available Learning Nonsymmetric Determinantal Point Processes May 30, 2019 Information Retrieval Point Processes
Code Code Available Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach May 30, 2019 Attribute Recommendation Systems
— Unverified Advantage Amplification in Slowly Evolving Latent-State Environments May 29, 2019 Recommendation Systems reinforcement-learning
— Unverified Graph DNA: Deep Neighborhood Aware Graph Encoding for Collaborative Filtering May 29, 2019 Collaborative Filtering Recommendation Systems
— Unverified A Study of BFLOAT16 for Deep Learning Training May 29, 2019 Deep Learning image-classification
— Unverified NRPA: Neural Recommendation with Personalized Attention May 29, 2019 Informativeness News Recommendation
Code Code Available Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology May 29, 2019 Q-Learning Recommendation Systems
— Unverified LambdaOpt: Learn to Regularize Recommender Models in Finer Levels May 28, 2019 Hyperparameter Optimization Recommendation Systems
Code Code Available Job Recommendation through Progression of Job Selection May 28, 2019 BIG-bench Machine Learning Recommendation Systems
— Unverified On a scalable problem transformation method for multi-label learning May 27, 2019 Binary Classification General Classification
— Unverified STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems May 27, 2019 Link Prediction Matrix Completion
Code Code Available Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction May 27, 2019 Recommendation Systems Virtual Try-on
— Unverified Collaborative Self-Attention for Recommender Systems May 27, 2019 Matrix Completion Recommendation Systems
— Unverified Representation Learning for Dynamic Graphs: A Survey May 27, 2019 Decoder Knowledge Graphs
— Unverified A collaborative filtering model with heterogeneous neural networks for recommender systems May 27, 2019 Collaborative Filtering Recommendation Systems
— Unverified Document Embeddings vs. Keyphrases vs. Terms: An Online Evaluation in Digital Library Recommender Systems May 27, 2019 Recommendation Systems
— Unverified FOBE and HOBE: First- and High-Order Bipartite Embeddings May 27, 2019 Data Visualization Drug Discovery
— Unverified DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns May 26, 2019 Domain Adaptation Recommendation Systems
Code Code Available Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers May 25, 2019 Knowledge Graphs Recommendation Systems
Code Code Available Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding May 25, 2019 General Classification Language Modeling
Code Code Available DeepRec: An Open-source Toolkit for Deep Learning based Recommendation May 25, 2019 Deep Learning Recommendation Systems
Code Code Available 