Recommender Systems meet Mechanism Design Oct 25, 2021 Recommendation Systems Topic Models
— Unverified Review-Based Domain Disentanglement without Duplicate Users or Contexts for Cross-Domain Recommendation Oct 25, 2021 Disentanglement Recommendation Systems
— Unverified Learning Speaker Representation with Semi-supervised Learning approach for Speaker Profiling Oct 24, 2021 Age Estimation Recommendation Systems
Code Code Available Multiplication-Avoiding Variant of Power Iteration with Applications Oct 22, 2021 Image Reconstruction Recommendation Systems
— Unverified MIC: Model-agnostic Integrated Cross-channel Recommenders Oct 22, 2021 model Recommendation Systems
— Unverified Locality-Sensitive Experience Replay for Online Recommendation Oct 21, 2021 Deep Reinforcement Learning Recommendation Systems
— Unverified A Real-Time Energy and Cost Efficient Vehicle Route Assignment Neural Recommender System Oct 21, 2021 Recommendation Systems
— Unverified PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion Oct 21, 2021 Federated Learning Model Poisoning
— Unverified A scale invariant ranking function for learning-to-rank: a real-world use case Oct 21, 2021 Learning-To-Rank Recommendation Systems
— Unverified Personalized Transfer of User Preferences for Cross-domain Recommendation Oct 21, 2021 Recommendation Systems
Code Code Available Propensity-scored Probabilistic Label Trees Oct 20, 2021 Extreme Multi-Label Classification Multi-Label Classification
Code Code Available Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation Oct 20, 2021 Decoder Explainable Recommendation
— Unverified MultiHead MultiModal Deep Interest Recommendation Network Oct 19, 2021 Model Optimization Recommendation Systems
— Unverified Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations Oct 19, 2021 Decision Making Model Selection
Code Code Available Two-stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant Oct 19, 2021 Natural Language Understanding Recommendation Systems
— Unverified EILEEN: A recommendation system for scientific publications and grants Oct 19, 2021 Articles Learning-To-Rank
— Unverified RL4RS: A Real-World Dataset for Reinforcement Learning based Recommender System Oct 18, 2021 Combinatorial Optimization counterfactual
Code Code Available When Are Linear Stochastic Bandits Attackable? Oct 18, 2021 Decision Making Recommendation Systems
— Unverified Context-aware Reranking with Utility Maximization for Recommendation Oct 18, 2021 counterfactual Graph Attention
— Unverified Learning Meta-path-aware Embeddings for Recommender Systems Oct 17, 2021 Recommendation Systems
Code Code Available Implicit Feedbacks are Not Always Favorable: Iterative Relabeled One-Class Collaborative Filtering against Noisy Interactions Oct 17, 2021 Collaborative Filtering Recommendation Systems
Code Code Available Low-Precision Quantization for Efficient Nearest Neighbor Search Oct 17, 2021 Information Retrieval Quantization
— Unverified Graph Neural Networks with Learnable Structural and Positional Representations Oct 15, 2021 Graph Regression Knowledge Graphs
Code Code Available A Survey on State-of-the-art Techniques for Knowledge Graphs Construction and Challenges ahead Oct 15, 2021 Knowledge Graphs Logical Reasoning
— Unverified Value Penalized Q-Learning for Recommender Systems Oct 15, 2021 Offline RL Q-Learning
— Unverified Tagged Documents Co-Clustering Oct 14, 2021 Clustering Information Retrieval
— Unverified RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models Oct 14, 2021 Conversational Recommendation Dialogue Generation
— Unverified Deconfounded Causal Collaborative Filtering Oct 14, 2021 Collaborative Filtering Recommendation Systems
Code Code Available False Negative Distillation and Contrastive Learning for Personalized Outfit Recommendation Oct 13, 2021 Contrastive Learning Data Augmentation
— Unverified Recommending POIs for Tourists by User Behavior Modeling and Pseudo-Rating Oct 13, 2021 Fairness Recommendation Systems
Code Code Available Knowledge Graph-enhanced Sampling for Conversational Recommender System Oct 13, 2021 Conversational Recommendation Recommendation Systems
Code Code Available On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning Oct 13, 2021 Imitation Learning Recommendation Systems
— Unverified Color Counting for Fashion, Art, and Design Oct 13, 2021 Recommendation Systems Retrieval
— Unverified Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution Oct 12, 2021 Active Learning Recommendation Systems
— Unverified Optimizing Ranking Systems Online as Bandits Oct 12, 2021 Learning-To-Rank Online Ranker Evaluation
— Unverified Aspect-driven User Preference and News Representation Learning for News Recommendation Oct 12, 2021 News Recommendation Recommendation Systems
— Unverified Next Period Recommendation Reality Check Oct 11, 2021 Recommendation Systems
— Unverified Breaking the Softmax Bottleneck for Sequential Recommender Systems with Dropout and Decoupling Oct 11, 2021 Language Modeling Language Modelling
— Unverified Feature Selection for Recommender Systems with Quantum Computing Oct 11, 2021 feature selection Recommendation Systems
Code Code Available Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits Oct 10, 2021 Language Modeling Language Modelling
— Unverified Complex Network-Based Approach for Feature Extraction and Classification of Musical Genres Oct 9, 2021 Classification Recommendation Systems
Code Code Available Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network Oct 8, 2021 Recommendation Systems Relation
Code Code Available Simulations for novel problems in recommendation: analyzing misinformation and data characteristics Oct 8, 2021 Misinformation Position
— Unverified Graph Meta Network for Multi-Behavior Recommendation Oct 8, 2021 Diversity Meta-Learning
Code Code Available Multi-trends Enhanced Dynamic Micro-video Recommendation Oct 8, 2021 Recommendation Systems
— Unverified Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks Oct 8, 2021 Graph Neural Network Recommendation Systems
Code Code Available Knowledge-aware Coupled Graph Neural Network for Social Recommendation Oct 8, 2021 Collaborative Filtering Graph Neural Network
Code Code Available Towards Creating a Standardized Collection of Simple and Targeted Experiments to Analyze Core Aspects of the Recommender Systems Problem Oct 8, 2021 Recommendation Systems
— Unverified Stable Prediction on Graphs with Agnostic Distribution Shift Oct 8, 2021 Graph Learning Prediction
— Unverified Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation Oct 8, 2021 Graph Attention Recommendation Systems
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