Reusable Self-Attention Recommender Systems in Fashion Industry Applications Jan 17, 2023 Recommendation Systems
— Unverified Optimal Algorithms for Latent Bandits with Cluster Structure Jan 17, 2023 Matrix Completion Recommendation Systems
— Unverified Online Filtering over Expanding Graphs Jan 17, 2023 Denoising Recommendation Systems
— Unverified Dual Personalization on Federated Recommendation Jan 16, 2023 Privacy Preserving Recommendation Systems
Code Code Available Ae^2I: A Double Autoencoder for Imputation of Missing Values Jan 16, 2023 Imputation Missing Values
— Unverified Failure Tolerant Training with Persistent Memory Disaggregation over CXL Jan 14, 2023 GPU Recommendation Systems
— Unverified UserSimCRS: A User Simulation Toolkit for Evaluating Conversational Recommender Systems Jan 13, 2023 Recommendation Systems Text Generation
Code Code Available Knowledge Enhancement for Contrastive Multi-Behavior Recommendation Jan 13, 2023 Contrastive Learning Recommendation Systems
— Unverified HS-GCN: Hamming Spatial Graph Convolutional Networks for Recommendation Jan 13, 2023 Recommendation Systems
Code Code Available Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access Jan 12, 2023 Fairness Information Retrieval
— Unverified Against Algorithmic Exploitation of Human Vulnerabilities Jan 12, 2023 Decision Making Ethics
— Unverified Data Distillation: A Survey Jan 11, 2023 Recommendation Systems Survey
— Unverified Why People Skip Music? On Predicting Music Skips using Deep Reinforcement Learning Jan 10, 2023 Deep Reinforcement Learning Recommendation Systems
Code Code Available Fair Recommendation by Geometric Interpretation and Analysis of Matrix Factorization Jan 10, 2023 Dimensionality Reduction Recommendation Systems
— Unverified Mitigating Human and Computer Opinion Fraud via Contrastive Learning Jan 8, 2023 Collaborative Filtering Contrastive Learning
— Unverified Causal Inference for Recommendation: Foundations, Methods and Applications Jan 8, 2023 Causal Inference Fairness
— Unverified AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate Prediction Jan 6, 2023 Click-Through Rate Prediction Mixture-of-Experts
— Unverified Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms Jan 5, 2023 Data Summarization Diversity
— Unverified Episodes Discovery Recommendation with Multi-Source Augmentations Jan 4, 2023 Contrastive Learning Recommendation Systems
— Unverified DynInt: Dynamic Interaction Modeling for Large-scale Click-Through Rate Prediction Jan 3, 2023 Click-Through Rate Prediction Recommendation Systems
— Unverified Improving Sequential Recommendation Models with an Enhanced Loss Function Jan 3, 2023 Benchmarking Recommendation Systems
Code Code Available Offline Evaluation for Reinforcement Learning-based Recommendation: A Critical Issue and Some Alternatives Jan 3, 2023 Offline RL Recommendation Systems
— Unverified Multidimensional Item Response Theory in the Style of Collaborative Filtering Jan 3, 2023 Collaborative Filtering Recommendation Systems
— Unverified Uptrendz: API-Centric Real-time Recommendations in Multi-Domain Settings Jan 3, 2023 Recommendation Systems
Code Code Available Causal Inference in Recommender Systems: A Survey of Strategies for Bias Mitigation, Explanation, and Generalization Jan 3, 2023 Causal Inference Recommendation Systems
Code Code Available RECOMED: A Comprehensive Pharmaceutical Recommendation System Dec 31, 2022 Recommendation Systems Sentiment Analysis
Code Code Available Ontology-based Context Aware Recommender System Application for Tourism Dec 29, 2022 Collaborative Filtering Recommendation Systems
— Unverified A Survey on Federated Recommendation Systems Dec 27, 2022 Federated Learning Recommendation Systems
— Unverified Modeling Time-Series and Spatial Data for Recommendations and Other Applications Dec 25, 2022 Activity Prediction Point Processes
— Unverified Recommending on graphs: a comprehensive review from a data perspective Dec 23, 2022 Diversity Fairness
— Unverified What You Like: Generating Explainable Topical Recommendations for Twitter Using Social Annotations Dec 23, 2022 Collaborative Filtering Recommendation Systems
— Unverified Cross-Dataset Propensity Estimation for Debiasing Recommender Systems Dec 22, 2022 Causal Inference Quantization
— Unverified Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation Dec 22, 2022 Conversational Recommendation Knowledge Graphs
Code Code Available Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base Dec 22, 2022 Articles Contrastive Learning
Code Code Available Local Policy Improvement for Recommender Systems Dec 22, 2022 Causal Inference Recommendation Systems
— Unverified The Ties that matter: From the perspective of Similarity Measure in Online Social Networks Dec 21, 2022 Community Detection Recommendation Systems
— Unverified Multi-Metric AutoRec for High Dimensional and Sparse User Behavior Data Prediction Dec 20, 2022 Diversity Recommendation Systems
— Unverified A Comparison Between Tsetlin Machines and Deep Neural Networks in the Context of Recommendation Systems Dec 20, 2022 Recommendation Systems
Code Code Available Variational Factorization Machines for Preference Elicitation in Large-Scale Recommender Systems Dec 20, 2022 Active Learning Collaborative Filtering
Code Code Available Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion Dec 18, 2022 Diversity Recommendation Systems
Code Code Available Personalized Federated Recommender Systems with Private and Partially Federated AutoEncoders Dec 17, 2022 Decoder Federated Learning
— Unverified Learning with linear mixed model for group recommendation systems Dec 17, 2022 Articles Recommendation Systems
— Unverified Membership Inference Attacks Against Latent Factor Model Dec 15, 2022 model Recommendation Systems
— Unverified COLA: Improving Conversational Recommender Systems by Collaborative Augmentation Dec 15, 2022 CoLA Collaborative Filtering
Code Code Available Manifestations of Xenophobia in AI Systems Dec 15, 2022 Fairness Recommendation Systems
— Unverified PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation Dec 14, 2022 Recommendation Systems Relation
Code Code Available How Researchers Could Obtain Quick and Cheap User Feedback on their Algorithms Without Having to Operate their Own Recommender System Dec 14, 2022 Recommendation Systems
— Unverified Faster Maximum Inner Product Search in High Dimensions Dec 14, 2022 Multi-Armed Bandits Recommendation Systems
— Unverified Recommender Systems in E-commerce Dec 13, 2022 Recommendation Systems
— Unverified Prescriptive Process Monitoring in Intelligent Process Automation with Chatbot Orchestration Dec 13, 2022 Chatbot Conversational Recommendation
Code Code Available 