Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment May 26, 2022 Multi-Armed Bandits Q-Learning
— Unverified Sequential Nature of Recommender Systems Disrupts the Evaluation Process May 26, 2022 Recommendation Systems
Code Code Available Cali3F: Calibrated Fast Fair Federated Recommendation System May 26, 2022 Fairness Federated Learning
— Unverified Constrained Reinforcement Learning for Short Video Recommendation May 26, 2022 Recommendation Systems reinforcement-learning
— Unverified Fairness in Recommendation: Foundations, Methods and Applications May 26, 2022 Decision Making Fairness
— Unverified Factorized Structured Regression for Large-Scale Varying Coefficient Models May 25, 2022 Recommendation Systems regression
— Unverified TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature May 25, 2022 Graph Neural Network Recommendation Systems
— Unverified Apport des ontologies pour le calcul de la similarité sémantique au sein d'un système de recommandation May 25, 2022 Recommendation Systems Semantic Similarity
— Unverified Using user's local context to support local news May 24, 2022 Articles Recommendation Systems
— Unverified RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation May 24, 2022 Collaborative Filtering Contrastive Learning
Code Code Available MealRec: A Meal Recommendation Dataset May 24, 2022 Recommendation Systems
Code Code Available Comprehensive Privacy Analysis on Federated Recommender System against Attribute Inference Attacks May 24, 2022 Attribute Inference Attack
— Unverified HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation May 24, 2022 Collaborative Filtering Recommendation Systems
— Unverified Meta Policy Learning for Cold-Start Conversational Recommendation May 24, 2022 Conversational Recommendation Meta Reinforcement Learning
Code Code Available ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest May 24, 2022 Multi-Task Learning Recommendation Systems
— Unverified Fairness in Recommender Systems: Research Landscape and Future Directions May 23, 2022 Fairness Recommendation Systems
Code Code Available GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Model May 23, 2022 Recommendation Systems
— Unverified Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints May 23, 2022 Graph Neural Network Recommendation Systems
— Unverified KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation May 23, 2022 Entity Embeddings Graph Embedding
— Unverified Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities May 22, 2022 Recommendation Systems Session-Based Recommendations
— Unverified Diversity Preference-Aware Link Recommendation for Online Social Networks May 21, 2022 Diversity Recommendation Systems
— Unverified Theoretically Accurate Regularization Technique for Matrix Factorization based Recommender Systems May 21, 2022 Fairness Recommendation Systems
— Unverified Detect Professional Malicious User with Metric Learning in Recommender Systems May 19, 2022 Metric Learning Outlier Detection
— Unverified AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System May 19, 2022 Information Retrieval Neural Architecture Search
— Unverified Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems May 19, 2022 Recommendation Systems
Code Code Available A Unified Collaborative Representation Learning for Neural-Network based Recommender Systems May 19, 2022 Metric Learning Recommendation Systems
— Unverified Efficient Mixed Dimension Embeddings for Matrix Factorization May 18, 2022 Recommendation Systems
— Unverified Attention-based Multimodal Feature Representation Model for Micro-video Recommendation May 18, 2022 Recommendation Systems
— Unverified M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems May 17, 2022 Computational Efficiency Conversational Recommendation
— Unverified Trustworthy Graph Neural Networks: Aspects, Methods and Trends May 16, 2022 Drug Discovery Edge-computing
— Unverified Mitigating Hidden Confounding Effects for Causal Recommendation May 16, 2022 Multi-Task Learning Recommendation Systems
— Unverified Textual Explanations and Critiques in Recommendation Systems May 15, 2022 Explanation Generation Recommendation Systems
— Unverified PAS: A Position-Aware Similarity Measurement for Sequential Recommendation May 14, 2022 Collaborative Filtering Position
— Unverified Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation May 13, 2022 Recommendation Systems Transfer Learning
— Unverified Large-Scale Sequential Learning for Recommender and Engineering Systems May 13, 2022 Decision Making Recommendation Systems
— Unverified Integrating User and Item Reviews in Deep Cooperative Neural Networks for Movie Recommendation May 12, 2022 Movie Recommendation Recommendation Systems
— Unverified kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval May 12, 2022 Diversity Graph Mining
— Unverified Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments May 12, 2022 Information Retrieval Position
— Unverified FPSRS: A Fusion Approach for Paper Submission Recommendation System May 12, 2022 Articles Recommendation Systems
— Unverified Recommending Research Papers to Chemists: A Specialized Interface for Chemical Entity Exploration May 11, 2022 Information Retrieval Recommendation Systems
— Unverified CVTT: Cross-Validation Through Time May 11, 2022 Recommendation Systems
— Unverified Tensor-based Collaborative Filtering With Smooth Ratings Scale May 10, 2022 Collaborative Filtering Recommendation Systems
Code Code Available StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random May 10, 2022 Generalization Bounds Imputation
— Unverified Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards May 10, 2022 CPU GPU
— Unverified Social Inclusion in Curated Contexts: Insights from Museum Practices May 10, 2022 Recommendation Systems
— Unverified Risk Preferences of Learning Algorithms May 10, 2022 Fairness Recommendation Systems
— Unverified Bayesian Prior Learning via Neural Networks for Next-item Recommendation May 10, 2022 Privacy Preserving Recommendation Systems
— Unverified Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks May 9, 2022 Collaborative Filtering Feature Engineering
Code Code Available PinnerFormer: Sequence Modeling for User Representation at Pinterest May 9, 2022 Recommendation Systems
— Unverified Psychologically-Inspired Music Recommendation System May 6, 2022 Music Recommendation Recommendation Systems
— Unverified 