Transformer-Empowered Content-Aware Collaborative Filtering Apr 2, 2022 Collaborative Filtering Contrastive Learning
— Unverified Optimizing generalized Gini indices for fairness in rankings Apr 2, 2022 Fairness Recommendation Systems
— Unverified Learning to Augment for Casual User Recommendation Apr 2, 2022 Data Augmentation Recommendation Systems
— Unverified Leveraging Privacy Profiles to Empower Users in the Digital Society Apr 1, 2022 Ethics Recommendation Systems
— Unverified i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems Apr 1, 2022 Click-Through Rate Prediction Feature Engineering
Code Code Available Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation Apr 1, 2022 Decision Making Federated Learning
— Unverified On the Adaptation to Concept Drift for CTR Prediction Apr 1, 2022 Click-Through Rate Prediction Incremental Learning
— Unverified Sequential Recommendation with Causal Behavior Discovery Apr 1, 2022 Causal Discovery Recommendation Systems
— Unverified Revisiting Neighborhood-based Link Prediction for Collaborative Filtering Mar 29, 2022 Collaborative Filtering Graph Neural Network
— Unverified Near-optimality for infinite-horizon restless bandits with many arms Mar 29, 2022 Active Learning Management
— Unverified BARCOR: Towards A Unified Framework for Conversational Recommendation Systems Mar 27, 2022 Conversational Recommendation Recommendation Systems
— Unverified Distributed data analytics Mar 26, 2022 Cloud Computing Fraud Detection
— Unverified Data Augmentation Strategies for Improving Sequential Recommender Systems Mar 26, 2022 Data Augmentation Recommendation Systems
— Unverified Transfer of codebook latent factors for cross-domain recommendation with non-overlapping data Mar 26, 2022 Collaborative Filtering Recommendation Systems
— Unverified AutoML for Deep Recommender Systems: A Survey Mar 25, 2022 AutoML feature selection
— Unverified Modeling Attrition in Recommender Systems with Departing Bandits Mar 25, 2022 Multi-Armed Bandits Recommendation Systems
— Unverified Movie Genre Classification by Language Augmentation and Shot Sampling Mar 24, 2022 Action Recognition Boundary Detection
Code Code Available Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach Mar 23, 2022 Privacy Preserving Recommendation Systems
Code Code Available PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation Mar 23, 2022 Recommendation Systems Re-Ranking
— Unverified Deep Multi-View Learning for Tire Recommendation Mar 23, 2022 MULTI-VIEW LEARNING Recommendation Systems
— Unverified Explainability in reinforcement learning: perspective and position Mar 22, 2022 Articles Position
— Unverified Making Recommender Systems Forget: Learning and Unlearning for Erasable Recommendation Mar 22, 2022 Collaborative Filtering Machine Unlearning
— Unverified Explicit User Manipulation in Reinforcement Learning Based Recommender Systems Mar 20, 2022 Recommendation Systems reinforcement-learning
— Unverified Recognising the importance of preference change: A call for a coordinated multidisciplinary research effort in the age of AI Mar 20, 2022 Diversity Recommendation Systems
— Unverified TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations Mar 19, 2022 Imputation Recommendation Systems
— Unverified Meta-Learning for Online Update of Recommender Systems Mar 19, 2022 Meta-Learning Recommendation Systems
Code Code Available Learning Compressed Embeddings for On-Device Inference Mar 18, 2022 Model Compression Recommendation Systems
— Unverified Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback Mar 18, 2022 Metric Learning Recommendation Systems
— Unverified Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference Mar 18, 2022 Graph Embedding Image Inpainting
— Unverified FORCE: A Framework of Rule-Based Conversational Recommender System Mar 18, 2022 Recommendation Systems
— Unverified ARERec: Attentive Local Interaction Model for Sequential Recommendation Mar 17, 2022 Collaborative Filtering model
Code Code Available Conversational Recommendation: A Grand AI Challenge Mar 17, 2022 Conversational Recommendation Recommendation Systems
— Unverified Exploring Customer Price Preference and Product Profit Role in Recommender Systems Mar 13, 2022 Recommendation Systems
— Unverified An Introduction to Matrix factorization and Factorization Machines in Recommendation System, and Beyond Mar 12, 2022 Recommendation Systems
— Unverified Ranking Social Media News Feeds: A Comparative Study of Personalized and Non-personalized Prediction Models Mar 12, 2022 Feature Importance News Recommendation
Code Code Available An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering Mar 11, 2022 Active Learning Collaborative Filtering
— Unverified Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection Mar 11, 2022 Articles Diversity
— Unverified Technologies for AI-Driven Fashion Social Networking Service with E-Commerce Mar 11, 2022 Deep Learning Recommendation Systems
— Unverified Personalized Execution Time Optimization for the Scheduled Jobs Mar 11, 2022 Learning-To-Rank Recommendation Systems
— Unverified Balancing Consumer and Business Value of Recommender Systems: A Simulation-based Analysis Mar 10, 2022 Recommendation Systems
Code Code Available Addressing Bias in Visualization Recommenders by Identifying Trends in Training Data: Improving VizML Through a Statistical Analysis of the Plotly Community Feed Mar 9, 2022 BIG-bench Machine Learning Recommendation Systems
— Unverified Off-Policy Evaluation in Embedded Spaces Mar 5, 2022 Density Ratio Estimation Off-policy evaluation
— Unverified Targeted Data Poisoning Attack on News Recommendation System by Content Perturbation Mar 4, 2022 Data Poisoning News Recommendation
— Unverified Counterfactually Evaluating Explanations in Recommender Systems Mar 2, 2022 counterfactual Recommendation Systems
— Unverified Top-N Recommendation Algorithms: A Quest for the State-of-the-Art Mar 2, 2022 Collaborative Filtering Recommendation Systems
— Unverified Recommendations in a Multi-Domain Setting: Adapting for Customization, Scalability and Real-Time Performance Mar 2, 2022 Collaborative Filtering Multi-Domain Recommender Systems
— Unverified Are Big Recommendation Models Fair to Cold Users? Feb 28, 2022 Fairness Recommendation Systems
— Unverified WSLRec: Weakly Supervised Learning for Neural Sequential Recommendation Models Feb 28, 2022 Collaborative Filtering Recommendation Systems
— Unverified The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation Feb 27, 2022 Fairness Recommendation Systems
Code Code Available The Unfairness of Popularity Bias in Book Recommendation Feb 27, 2022 Fairness Recommendation Systems
Code Code Available 