LaboRecommender: A crazy-easy to use Python-based recommender system for laboratory tests May 3, 2021 Collaborative Filtering Decision Making
— Unverified An Algorithm for Recommending Groceries Based on an Item Ranking Method May 3, 2021 Recommendation Systems
— Unverified Bias in Knowledge Graphs -- an Empirical Study with Movie Recommendation and Different Language Editions of DBpedia May 3, 2021 Knowledge Graphs Movie Recommendation
Code Code Available Automatic Collection Creation and Recommendation May 3, 2021 Clustering Dimensionality Reduction
— Unverified Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution May 3, 2021 Community Detection Music Recommendation
— Unverified Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference May 3, 2021 Recommendation Systems reinforcement-learning
— Unverified Fast Multi-Step Critiquing for VAE-based Recommender Systems May 3, 2021 Recommendation Systems
— Unverified Can we aggregate human intelligence? an approach for human centric aggregation using ordered weighted averaging operators May 1, 2021 Decision Making Recommendation Systems
— Unverified Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling Apr 30, 2021 Recommendation Systems Thompson Sampling
Code Code Available Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph Apr 30, 2021 Click-Through Rate Prediction Conversational Recommendation
— Unverified Online certification of preference-based fairness for personalized recommender systems Apr 29, 2021 Fairness Multi-Armed Bandits
— Unverified Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation Apr 29, 2021 Recommendation Systems
Code Code Available Online Product Feature Recommendations with Interpretable Machine Learning Apr 28, 2021 BIG-bench Machine Learning Interpretable Machine Learning
— Unverified Evaluating Document Representations for Content-based Legal Literature Recommendations Apr 28, 2021 Recommendation Systems Representation Learning
Code Code Available A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Apr 27, 2021 Collaborative Filtering Recommendation Systems
Code Code Available Represent Items by Items: An Enhanced Representation of the Target Item for Recommendation Apr 26, 2021 Collaborative Filtering Recommendation Systems
— Unverified Attention on Global-Local Representation Spaces in Recommender Systems Apr 25, 2021 Clustering Collaborative Filtering
Code Code Available Secure Artificial Intelligence of Things for Implicit Group Recommendations Apr 23, 2021 Management Recommendation Systems
— Unverified XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction Apr 22, 2021 Click-Through Rate Prediction Feature Engineering
Code Code Available Deep Learning for Click-Through Rate Estimation Apr 21, 2021 Deep Learning Recommendation Systems
— Unverified User-oriented Fairness in Recommendation Apr 21, 2021 Fairness Recommendation Systems
Code Code Available EduPal leaves no professor behind: Supporting faculty via a peer-powered recommender system Apr 20, 2021 Chatbot Knowledge Distillation
— Unverified Multi-objective Evolutionary Algorithms are Generally Good: Maximizing Monotone Submodular Functions over Sequences Apr 20, 2021 Document Summarization Evolutionary Algorithms
— Unverified TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers Apr 19, 2021 Fairness Recommendation Systems
— Unverified Mining Latent Structures for Multimedia Recommendation Apr 19, 2021 Collaborative Filtering Multimedia recommendation
Code Code Available The Simpson's Paradox in the Offline Evaluation of Recommendation Systems Apr 18, 2021 Recommendation Systems
Code Code Available Dual Metric Learning for Effective and Efficient Cross-Domain Recommendations Apr 17, 2021 Metric Learning Recommendation Systems
Code Code Available Conservative Contextual Combinatorial Cascading Bandit Apr 17, 2021 Decision Making Recommendation Systems
— Unverified Faithfully Explainable Recommendation via Neural Logic Reasoning Apr 16, 2021 Decision Making Explainable Recommendation
Code Code Available Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation Apr 15, 2021 News Recommendation Recommendation Systems
— Unverified Deep Learning-based Online Alternative Product Recommendations at Scale Apr 15, 2021 Deep Learning Recommendation Systems
— Unverified When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution Apr 14, 2021 Bayesian Inference Collaborative Filtering
— Unverified An Adversarial Imitation Click Model for Information Retrieval Apr 13, 2021 Imitation Learning Information Retrieval
Code Code Available On the instability of embeddings for recommender systems: the case of Matrix Factorization Apr 12, 2021 Recommendation Systems
Code Code Available Contextual HyperNetworks for Novel Feature Adaptation Apr 12, 2021 Few-Shot Learning Imputation
— Unverified Personalized Bundle Recommendation in Online Games Apr 12, 2021 Link Prediction Marketing
— Unverified Dynamic Modeling of User Preferences for Stable Recommendations Apr 11, 2021 Incremental Learning Recommendation Systems
Code Code Available Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation Apr 7, 2021 Model-based Reinforcement Learning Recommendation Systems
— Unverified A data-driven personalized smart lighting recommender system Apr 5, 2021 Recommendation Systems
— Unverified Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness Apr 2, 2021 Recommendation Systems
Code Code Available Fast-adapting and Privacy-preserving Federated Recommender System Apr 2, 2021 Federated Learning Meta-Learning
— Unverified GRN: Generative Rerank Network for Context-wise Recommendation Apr 2, 2021 Recommendation Systems Reranking
— Unverified Implementing Evaluation Metrics Based on Theories of Democracy in News Comment Recommendation (Hackathon Report) Apr 1, 2021 Diversity News Recommendation
— Unverified No NLP Task Should be an Island: Multi-disciplinarity for Diversity in News Recommender Systems Apr 1, 2021 Diversity Ethics
— Unverified Siamese Neural Networks for Detecting Complementary Products Apr 1, 2021 Recommendation Systems
— Unverified A Systematic Literature Review on Process-Aware Recommender Systems Mar 30, 2021 Articles Descriptive
— Unverified Multi-Source Causal Inference Using Control Variates Mar 30, 2021 Causal Inference Epidemiology
— Unverified Benchmarks for Deep Off-Policy Evaluation Mar 30, 2021 Benchmarking continuous-control
Code Code Available Multi-Facet Recommender Networks with Spherical Optimization Mar 27, 2021 Metric Learning Recommendation Systems
Code Code Available eXtended Artificial Intelligence: New Prospects of Human-AI Interaction Research Mar 27, 2021 Recommendation Systems valid
— Unverified 