Jointly-Trained State-Action Embedding for Efficient Reinforcement Learning Sep 28, 2020 Model-based Reinforcement Learning Recommendation Systems
— Unverified Position-Based Multiple-Play Bandits with Thompson Sampling Sep 28, 2020 Position Recommendation Systems
— Unverified Simultaneous Relevance and Diversity: A New Recommendation Inference Approach Sep 27, 2020 Collaborative Filtering Diversity
— Unverified Learning from eXtreme Bandit Feedback Sep 27, 2020 Extreme Multi-Label Classification Multi-Label Classification
— Unverified Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering Sep 26, 2020 Collaborative Filtering Recommendation Systems
— Unverified Investigating Misinformation in Online Marketplaces: An Audit Study on Amazon Sep 25, 2020 Misinformation Recommendation Systems
— Unverified Learning Representations of Hierarchical Slates in Collaborative Filtering Sep 25, 2020 Collaborative Filtering Recommendation Systems
— Unverified A Comparative Study of Feature Types for Age-Based Text Classification Sep 24, 2020 General Classification Information Retrieval
Code Code Available Tuning Word2vec for Large Scale Recommendation Systems Sep 24, 2020 Hyperparameter Optimization Recommendation Systems
— Unverified Automatic Extraction of Agriculture Terms from Domain Text: A Survey of Tools and Techniques Sep 24, 2020 Recommendation Systems Sentiment Analysis
— Unverified On the Problem of Underranking in Group-Fair Ranking Sep 24, 2020 Fairness Learning-To-Rank
Code Code Available Hotel Recommendation System Based on User Profiles and Collaborative Filtering Sep 21, 2020 Collaborative Filtering Decision Making
— Unverified div2vec: Diversity-Emphasized Node Embedding Sep 21, 2020 Diversity Graph Representation Learning
— Unverified A Deep Hybrid Model for Recommendation Systems Sep 21, 2020 Collaborative Filtering Deep Learning
— Unverified Bandits Under The Influence (Extended Version) Sep 21, 2020 Recommendation Systems Thompson Sampling
— Unverified UniNet: Next Term Course Recommendation using Deep Learning Sep 20, 2020 Collaborative Filtering Deep Learning
Code Code Available Modeling Online Behavior in Recommender Systems: The Importance of Temporal Context Sep 19, 2020 Recommendation Systems
— Unverified On Multi-Session Website Fingerprinting over TLS Handshake Sep 19, 2020 Anomaly Detection Recommendation Systems
— Unverified Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect Sep 19, 2020 Recommendation Systems Transfer Learning
— Unverified Cross-Modal Alignment with Mixture Experts Neural Network for Intral-City Retail Recommendation Sep 17, 2020 cross-modal alignment Image to text
— Unverified Planting trees at the right places: Recommending suitable sites for growing trees using algorithm fusion Sep 17, 2020 Recommendation Systems
— Unverified Arabic Opinion Mining Using a Hybrid Recommender System Approach Sep 16, 2020 Opinion Mining Recommendation Systems
— Unverified Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback Sep 16, 2020 Multi-Armed Bandits Recommendation Systems
— Unverified Stratified and Time-aware Sampling based Adaptive Ensemble Learning for Streaming Recommendations Sep 15, 2020 Ensemble Learning Recommendation Systems
— Unverified Graph-Adaptive Activation Functions for Graph Neural Networks Sep 14, 2020 Recommendation Systems
Code Code Available Double-Wing Mixture of Experts for Streaming Recommendations Sep 14, 2020 Ensemble Learning Mixture-of-Experts
— Unverified Field-Embedded Factorization Machines for Click-through rate prediction Sep 13, 2020 Click-Through Rate Prediction Prediction
Code Code Available Spoiled for Choice? Personalized Recommendation for Healthcare Decisions: A Multi-Armed Bandit Approach Sep 13, 2020 Diversity Feature Engineering
— Unverified Content Based Player and Game Interaction Model for Game Recommendation in the Cold Start setting Sep 11, 2020 Collaborative Filtering Recommendation Systems
— Unverified A New Citation Recommendation Strategy Based on Term Functions in Related Studies Section Sep 11, 2020 Articles Citation Recommendation
— Unverified CatGCN: Graph Convolutional Networks with Categorical Node Features Sep 11, 2020 Graph Learning Node Classification
Code Code Available Presentation a Trust Walker for rating prediction in Recommender System with Biased Random Walk: Effects of H-index Centrality, Similarity in Items and Friends Sep 10, 2020 Decision Making Recommendation Systems
— Unverified News Recommender System: A review of recent progress, challenges, and opportunities Sep 10, 2020 Articles News Recommendation
— Unverified The use of Recommender Systems in web technology and an in-depth analysis of Cold State problem Sep 10, 2020 Recommendation Systems
— Unverified Momentum-based Gradient Methods in Multi-Objective Recommendation Sep 10, 2020 Recommendation Systems
— Unverified On the Identification of Fair Auditors to Evaluate Recommender Systems based on a Novel Non-Comparative Fairness Notion Sep 9, 2020 Fairness Recommendation Systems
— Unverified Addressing Cold Start in Recommender Systems with Hierarchical Graph Neural Networks Sep 7, 2020 Graph Neural Network Recommendation Systems
— Unverified HyperFair: A Soft Approach to Integrating Fairness Criteria Sep 5, 2020 Fairness Recommendation Systems
— Unverified "And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation Sep 5, 2020 Fairness Recommendation Systems
— Unverified A General Framework for Fairness in Multistakeholder Recommendations Sep 4, 2020 Fairness Recommendation Systems
— Unverified Efficient Model-Based Collaborative Filtering with Fast Adaptive PCA Sep 4, 2020 Collaborative Filtering Matrix Completion
Code Code Available About Graph Degeneracy, Representation Learning and Scalability Sep 4, 2020 Drug Discovery Edge Detection
Code Code Available A Practical Incremental Method to Train Deep CTR Models Sep 4, 2020 Incremental Learning Recommendation Systems
— Unverified Simultaneous Preference and Metric Learning from Paired Comparisons Sep 4, 2020 Metric Learning Recommendation Systems
— Unverified Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems Sep 3, 2020 Explanation Generation Knowledge Graphs
— Unverified Exploring Artist Gender Bias in Music Recommendation Sep 3, 2020 Collaborative Filtering Music Recommendation
Code Code Available Exploiting Latent Codes: Interactive Fashion Product Generation, Similar Image Retrieval, and Cross-Category Recommendation using Variational Autoencoders Sep 2, 2020 Image Retrieval Recommendation Systems
— Unverified Comparing Fair Ranking Metrics Sep 2, 2020 Fairness Information Retrieval
— Unverified Heterogeneous Graph Neural Network for Recommendation Sep 2, 2020 Graph Neural Network Recommendation Systems
— Unverified Neural Fair Collaborative Filtering Sep 2, 2020 Collaborative Filtering Decision Making
— Unverified 