Forecasting User Interests Through Topic Tag Predictions in Online Health Communities Nov 5, 2022 Recommendation Systems Text2text Generation
— Unverified Deep Factorization Model for Robust Recommendation Nov 5, 2022 model Recommendation Systems
— Unverified Aligning Recommendation and Conversation via Dual Imitation Nov 5, 2022 Conversational Recommendation Recommendation Systems
— Unverified Where Do We Go From Here? Guidelines For Offline Recommender Evaluation Nov 2, 2022 Hyperparameter Optimization Recommendation Systems
— Unverified Strategies for Optimizing End-to-End Artificial Intelligence Pipelines on Intel Xeon Processors Nov 1, 2022 Hyperparameter Optimization Recommendation Systems
— Unverified Using coevolution and substitution of the fittest for health and well-being recommender systems Nov 1, 2022 Recommendation Systems
— Unverified Using Machine Learning and Pattern-Based Methods for Identifying Elements in Chinese Judgment Documents of Civil Cases Nov 1, 2022 Recommendation Systems
— Unverified Asymmetric Hashing for Fast Ranking via Neural Network Measures Nov 1, 2022 Recommendation Systems
— Unverified Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective Oct 31, 2022 Model Optimization Recommendation Systems
— Unverified FELRec: Efficient Handling of Item Cold-Start With Dynamic Representation Learning in Recommender Systems Oct 30, 2022 Recommendation Systems Representation Learning
Code Code Available RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction Oct 28, 2022 Click-Through Rate Prediction Meta-Learning
Code Code Available Non-Stationary Bandits with Auto-Regressive Temporal Dependency Oct 28, 2022 Marketing Recommendation Systems
— Unverified Discovery Dynamics: Leveraging Repeated Exposure for User and Music Characterization Oct 28, 2022 Recommendation Systems
— Unverified Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks Oct 26, 2022 Disentanglement Information Retrieval
Code Code Available Constrained Approximate Similarity Search on Proximity Graph Oct 26, 2022 Quantization Recommendation Systems
— Unverified Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN) Oct 25, 2022 Memorization Recommendation Systems
— Unverified Towards Robust Recommender Systems via Triple Cooperative Defense Oct 25, 2022 Pseudo Label Recommendation Systems
— Unverified FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings Oct 25, 2022 Federated Learning Recommendation Systems
— Unverified Recommendation with User Active Disclosing Willingness Oct 25, 2022 Recommendation Systems
— Unverified Online Information Retrieval Evaluation using the STELLA Framework Oct 24, 2022 Information Retrieval Recommendation Systems
— Unverified Heterogeneous Information Crossing on Graphs for Session-based Recommender Systems Oct 24, 2022 Contrastive Learning Recommendation Systems
— Unverified Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Oct 24, 2022 Recommendation Systems reinforcement-learning
— Unverified On-Device Model Fine-Tuning with Label Correction in Recommender Systems Oct 21, 2022 Click-Through Rate Prediction Recommendation Systems
— Unverified Towards Employing Recommender Systems for Supporting Data and Algorithm Sharing Oct 21, 2022 Recommendation Systems
— Unverified Federated Unlearning for On-Device Recommendation Oct 20, 2022 Recommendation Systems
— Unverified Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations Oct 20, 2022 Explainable Artificial Intelligence (XAI) Explainable Models
Code Code Available Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications Oct 20, 2022 Auxiliary Learning counterfactual
— Unverified Low-Rank Representations Towards Classification Problem of Complex Networks Oct 20, 2022 Classification Recommendation Systems
— Unverified Causal Structure Learning with Recommendation System Oct 19, 2022 Decision Making Recommendation Systems
— Unverified Efficient Bi-Level Optimization for Recommendation Denoising Oct 19, 2022 Data Augmentation Denoising
Code Code Available Diversely Regularized Matrix Factorization for Accurate and Aggregately Diversified Recommendation Oct 19, 2022 Diversity Recommendation Systems
Code Code Available Multi-Objective Recommender Systems: Survey and Challenges Oct 19, 2022 Recommendation Systems Survey
— Unverified Addressing the Extreme Cold-Start Problem in Group Recommendation Oct 18, 2022 Recommendation Systems
— Unverified Deep Multi-Representation Model for Click-Through Rate Prediction Oct 18, 2022 Click-Through Rate Prediction Prediction
Code Code Available Evaluating Search System Explainability with Psychometrics and Crowdsourcing Oct 17, 2022 Fairness Information Retrieval
— Unverified MDGCF: Multi-Dependency Graph Collaborative Filtering with Neighborhood- and Homogeneous-level Dependencies Oct 17, 2022 Collaborative Filtering Graph Representation Learning
Code Code Available Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference Oct 17, 2022 CPU GPU
— Unverified Minimizing low-rank models of high-order tensors: Hardness, span, tight relaxation, and applications Oct 16, 2022 Graph Mining Recommendation Systems
— Unverified A Framework for Undergraduate Data Collection Strategies for Student Support Recommendation Systems in Higher Education Oct 16, 2022 Decision Making Recommendation Systems
— Unverified Off-policy evaluation for learning-to-rank via interpolating the item-position model and the position-based model Oct 15, 2022 Learning-To-Rank model
— Unverified Shadfa 0.1: The Iranian Movie Knowledge Graph and Graph-Embedding-Based Recommender System Oct 14, 2022 Graph Embedding Knowledge Graph Embedding
— Unverified MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation Oct 14, 2022 MULTI-VIEW LEARNING Recommendation Systems
— Unverified Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations Oct 14, 2022 Fairness Recommendation Systems
— Unverified Sapling Similarity: a performing and interpretable memory-based tool for recommendation Oct 13, 2022 Collaborative Filtering Recommendation Systems
Code Code Available Multi-Modal Recommendation System with Auxiliary Information Oct 13, 2022 Multi-modal Recommendation Recommendation Systems
— Unverified Equal Experience in Recommender Systems Oct 12, 2022 Fairness Recommendation Systems
Code Code Available Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems Oct 11, 2022 Benchmarking Recommendation Systems
— Unverified Joint Multi-grained Popularity-aware Graph Convolution Collaborative Filtering for Recommendation Oct 10, 2022 Collaborative Filtering Recommendation Systems
Code Code Available TopicVAE: Topic-aware Disentanglement Representation Learning for Enhanced Recommendation Oct 10, 2022 Disentanglement Recommendation Systems
Code Code Available A Spectral Approach to Item Response Theory Oct 9, 2022 Recommendation Systems
— Unverified 