Personality-Driven Social Multimedia Content Recommendation Jul 25, 2022 Marketing Recommendation Systems
— Unverified A Survey on Trustworthy Recommender Systems Jul 25, 2022 Decision Making Explainable Recommendation
— Unverified Analysis and Optimization of GNN-Based Recommender Systems on Persistent Memory Jul 25, 2022 Link Prediction Recommendation Systems
— Unverified Exploring the Impact of Temporal Bias in Point-of-Interest Recommendation Jul 23, 2022 Fairness Recommendation Systems
Code Code Available RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances Jul 23, 2022 Bayesian Optimization Cloud Computing
— Unverified Knowledge-enhanced Black-box Attacks for Recommendations Jul 21, 2022 Attribute Deep Reinforcement Learning
— Unverified Building Human Values into Recommender Systems: An Interdisciplinary Synthesis Jul 20, 2022 Causal Inference Ethics
— Unverified Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders Jul 19, 2022 Adversarial Attack Adversarial Defense
Code Code Available Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation Jul 19, 2022 Recommendation Systems
— Unverified Modeling Multi-interest News Sequence for News Recommendation Jul 15, 2022 News Recommendation Recommendation Systems
— Unverified Improving Multi-Interest Network with Stable Learning Jul 14, 2022 Recommendation Systems
— Unverified Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model Jul 14, 2022 Recommendation Systems Retrieval
Code Code Available The Impact of Feature Quantity on Recommendation Algorithm Performance: A Movielens-100K Case Study Jul 13, 2022 AutoML Feature Importance
Code Code Available Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation Jul 13, 2022 Collaborative Filtering Data Augmentation
Code Code Available Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action Spaces Jul 12, 2022 continuous-control Continuous Control
Code Code Available Docent: A content-based recommendation system to discover contemporary art Jul 12, 2022 Recommendation Systems
— Unverified EvalRS: a Rounded Evaluation of Recommender Systems Jul 12, 2022 Recommendation Systems
— Unverified FD-GATDR: A Federated-Decentralized-Learning Graph Attention Network for Doctor Recommendation Using EHR Jul 11, 2022 Graph Attention Recommendation Systems
— Unverified Horizontal Federated Learning and Secure Distributed Training for Recommendation System with Intel SGX Jul 11, 2022 Deep Learning Federated Learning
— Unverified Developing an NLP-based Recommender System for the Ethical, Legal, and Social Implications of Synthetic Biology Jul 10, 2022 Recommendation Systems
— Unverified Multiple Robust Learning for Recommendation Jul 9, 2022 Imputation Recommendation Systems
— Unverified On the Relationship Between Counterfactual Explainer and Recommender Jul 9, 2022 Collaborative Filtering counterfactual
— Unverified Interactive Recommendations for Optimal Allocations in Markets with Constraints Jul 8, 2022 Collaborative Filtering Recommendation Systems
— Unverified SPR:Supervised Personalized Ranking Based on Prior Knowledge for Recommendation Jul 7, 2022 Recommendation Systems
— Unverified Contrastive Information Transfer for Pre-Ranking Systems Jul 7, 2022 Recommendation Systems Re-Ranking
— Unverified Online SuBmodular + SuPermodular (BP) Maximization with Bandit Feedback Jul 7, 2022 Computational Efficiency Movie Recommendation
Code Code Available Exploring Runtime Decision Support for Trauma Resuscitation Jul 6, 2022 Recommendation Systems
— Unverified Re-weighting Negative Samples for Model-Agnostic Matching Jul 6, 2022 model Multi-Task Learning
— Unverified Breaking Feedback Loops in Recommender Systems with Causal Inference Jul 4, 2022 Causal Inference Recommendation Systems
— Unverified Dynamic Ranking and Translation Synchronization Jul 4, 2022 Recommendation Systems Translation
Code Code Available Multi-granularity Item-based Contrastive Recommendation Jul 4, 2022 Contrastive Learning Recommendation Systems
— Unverified Learning to Rank with Small Set of Ground Truth Data Jul 4, 2022 Information Retrieval Learning-To-Rank
— Unverified Recommendation Systems with Distribution-Free Reliability Guarantees Jul 4, 2022 Diversity Learning-To-Rank
— Unverified Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information Jul 1, 2022 Conversational Recommendation Knowledge Graphs
— Unverified Harmless Transfer Learning for Item Embeddings Jul 1, 2022 Recommendation Systems Transfer Learning
— Unverified Modelling Users with Item Metadata for Explainable and Interactive Recommendation Jul 1, 2022 Collaborative Filtering Interactive Recommendation
Code Code Available Ranking In Generalized Linear Bandits Jun 30, 2022 Diversity Multi-Armed Bandits
Code Code Available Customized Conversational Recommender Systems Jun 30, 2022 Meta-Learning Recommendation Systems
— Unverified Using Person Embedding to Enrich Features and Data Augmentation for Classification Jun 30, 2022 BIG-bench Machine Learning Classification
— Unverified Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction Jun 28, 2022 Bilevel Optimization Click-Through Rate Prediction
— Unverified Item Recommendation Using User Feedback Data and Item Profile Jun 28, 2022 Collaborative Filtering Management
— Unverified Cooperative Retriever and Ranker in Deep Recommenders Jun 28, 2022 Knowledge Distillation Recommendation Systems
Code Code Available A Simple and Scalable Tensor Completion Algorithm via Latent Invariant Constraint for Recommendation System Jun 27, 2022 Recommendation Systems Tensor Decomposition
— Unverified Supply-Side Equilibria in Recommender Systems Jun 27, 2022 Recommendation Systems
Code Code Available Quality Metrics in Recommender Systems: Do We Calculate Metrics Consistently? Jun 26, 2022 Recommendation Systems
— Unverified The Bandwagon Effect: Not Just Another Bias Jun 25, 2022 Recommendation Systems Selection bias
Code Code Available Debiasing Learning for Membership Inference Attacks Against Recommender Systems Jun 24, 2022 Recommendation Systems
Code Code Available Intelligent Request Strategy Design in Recommender System Jun 23, 2022 Causal Inference counterfactual
— Unverified LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization Jun 23, 2022 Privacy Preserving Recommendation Systems
— Unverified Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling Jun 23, 2022 Metric Learning Recommendation Systems
— Unverified 