Top-k eXtreme Contextual Bandits with Arm Hierarchy Feb 15, 2021 Computational Efficiency Extreme Multi-Label Classification
Code Code Available UserReg: A Simple but Strong Model for Rating Prediction Feb 15, 2021 Collaborative Filtering Prediction
— Unverified Distillation based Multi-task Learning: A Candidate Generation Model for Improving Reading Duration Feb 14, 2021 Multi-Task Learning Recommendation Systems
— Unverified Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels Feb 13, 2021 Graph Neural Network Multi-Task Learning
— Unverified Destination similarity based on implicit user interest Feb 12, 2021 Recommendation Systems
— Unverified An Overview of Recommender Systems and Machine Learning in Feature Modeling and Configuration Feb 12, 2021 BIG-bench Machine Learning Recommendation Systems
— Unverified SceneRec: Scene-Based Graph Neural Networks for Recommender Systems Feb 12, 2021 Collaborative Filtering Recommendation Systems
— Unverified Personalized Embedding-based e-Commerce Recommendations at eBay Feb 11, 2021 Data Ablation Navigate
— Unverified Freudian and Newtonian Recurrent Cell for Sequential Recommendation Feb 11, 2021 Decision Making Recommendation Systems
— Unverified A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects Feb 9, 2021 Recommendation Systems
— Unverified FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation Feb 9, 2021 Federated Learning Graph Neural Network
— Unverified Content Placement in Networks of Similarity Caches Feb 9, 2021 Object Object Recognition
— Unverified Applying the Affective Aware Pseudo Association Method to Enhance the Top-N Recommendations Distribution to Users in Group Emotion Recommender Systems Feb 8, 2021 Decision Making Information Retrieval
— Unverified Monte Carlo Rollout Policy for Recommendation Systems with Dynamic User Behavior Feb 8, 2021 Recommendation Systems
— Unverified What's in a Name? -- Gender Classification of Names with Character Based Machine Learning Models Feb 7, 2021 BIG-bench Machine Learning Gender Classification
— Unverified Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network Feb 7, 2021 Diversity Graph Attention
— Unverified Recommending More Efficient Workflows to Software Developers Feb 6, 2021 Recommendation Systems
— Unverified Diversification in Session-based News Recommender Systems Feb 5, 2021 Collaborative Filtering Diversity
Code Code Available Confidence-Budget Matching for Sequential Budgeted Learning Feb 5, 2021 Decision Making Decision Making Under Uncertainty
— Unverified Graph Attention Collaborative Similarity Embedding for Recommender System Feb 5, 2021 Collaborative Filtering Graph Attention
— Unverified Leveraging Review Properties for Effective Recommendation Feb 5, 2021 Recommendation Systems
— Unverified Dual-embedding based Neural Collaborative Filtering for Recommender Systems Feb 4, 2021 Collaborative Filtering Recommendation Systems
Code Code Available Causal Collaborative Filtering Feb 3, 2021 Collaborative Filtering counterfactual
Code Code Available Leave No User Behind: Towards Improving the Utility of Recommender Systems for Non-mainstream Users Feb 2, 2021 Collaborative Filtering Recommendation Systems
Code Code Available Improving Accountability in Recommender Systems Research Through Reproducibility Jan 31, 2021 Information Retrieval Recommendation Systems
— Unverified Amazon Product Recommender System Jan 30, 2021 Recommendation Systems
Code Code Available Deep Reinforcement Learning-Based Product Recommender for Online Advertising Jan 30, 2021 Deep Reinforcement Learning Recommendation Systems
— Unverified Subgraph nomination: Query by Example Subgraph Retrieval in Networks Jan 29, 2021 Recommendation Systems Retrieval
— Unverified Implicit Feedback-based Group Recommender System for Internet of Thing Applications Jan 29, 2021 Recommendation Systems
— Unverified Graph Embedding for Recommendation against Attribute Inference Attacks Jan 29, 2021 Attribute Graph Embedding
— Unverified Learning User Preferences in Non-Stationary Environments Jan 29, 2021 Collaborative Filtering Recommendation Systems
— Unverified A Survey on Personality-Aware Recommendation Systems Jan 28, 2021 Recommendation Systems Survey
— Unverified Personalization and Recommendation Technologies for MaaS Jan 27, 2021 Autonomous Vehicles Recommendation Systems
— Unverified Medical Information Retrieval and Interpretation: A Question-Answer based Interaction Model Jan 24, 2021 Information Retrieval Recommendation Systems
— Unverified Advances and Challenges in Conversational Recommender Systems: A Survey Jan 23, 2021 Conversational Recommendation Dialogue Understanding
— Unverified Near-Optimal Regret Bounds for Contextual Combinatorial Semi-Bandits with Linear Payoff Functions Jan 20, 2021 Decision Making Recommendation Systems
— Unverified A Zero Attentive Relevance Matching Networkfor Review Modeling in Recommendation System Jan 16, 2021 Recommendation Systems
— Unverified Reinforcement learning based recommender systems: A survey Jan 15, 2021 Collaborative Filtering Deep Reinforcement Learning
— Unverified Operationalizing Framing to Support Multiperspective Recommendations of Opinion Pieces Jan 15, 2021 Diversity Recommendation Systems
— Unverified Automating Gamification Personalization: To the User and Beyond Jan 14, 2021 Recommendation Systems
— Unverified A Subjective Model of Human Decision Making Based on Quantum Decision Theory Jan 14, 2021 Decision Making Recommendation Systems
— Unverified Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation Jan 13, 2021 Metric Learning Recommendation Systems
— Unverified Knowledge-Enhanced Top-K Recommendation in Poincaré Ball Jan 13, 2021 Knowledge Graphs Recommendation Systems
— Unverified C^3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era Jan 13, 2021 Information Retrieval Privacy Preserving
— Unverified Measuring Recommender System Effects with Simulated Users Jan 12, 2021 Collaborative Filtering Recommendation Systems
— Unverified Generate Natural Language Explanations for Recommendation Jan 9, 2021 Denoising Explainable Recommendation
— Unverified Safe Coupled Deep Q-Learning for Recommendation Systems Jan 8, 2021 Q-Learning Recommendation Systems
— Unverified Data Poisoning Attacks to Deep Learning Based Recommender Systems Jan 7, 2021 Data Poisoning Deep Learning
— Unverified Contrastive Learning for Recommender System Jan 5, 2021 Collaborative Filtering Contrastive Learning
— Unverified Recommending Accurate and Diverse Items Using Bilateral Branch Network Jan 4, 2021 Diversity image-classification
— Unverified 