Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation (Extended Abstract) Feb 26, 2022 Recommendation Systems
Code Code Available AutoCl : A Visual Interactive System for Automatic Deep Learning Classifier Recommendation Based on Models Performance Feb 24, 2022 AutoML image-classification
— Unverified TEE-based decentralized recommender systems: The raw data sharing redemption Feb 23, 2022 Collaborative Filtering Federated Learning
Code Code Available A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender Systems Feb 23, 2022 Causal Inference Dataset Generation
Code Code Available Reinforcement Learning in Practice: Opportunities and Challenges Feb 23, 2022 Combinatorial Optimization Meta-Learning
— Unverified Batched Dueling Bandits Feb 22, 2022 Recommendation Systems
— Unverified Graph Lifelong Learning: A Survey Feb 22, 2022 Graph Learning Lifelong learning
— Unverified Speciesist bias in AI -- How AI applications perpetuate discrimination and unfair outcomes against animals Feb 22, 2022 Decision Making Fairness
— Unverified An Implicit Trust-Network construction approach and a Recommendation Methodology for recommender systems Feb 21, 2022 Prediction Recommendation Systems
Code Code Available Graph-based Extractive Explainer for Recommendations Feb 20, 2022 Attribute Recommendation Systems
— Unverified Cross-Task Knowledge Distillation in Multi-Task Recommendation Feb 20, 2022 Knowledge Distillation Multi-Task Learning
— Unverified Reciprocity in Machine Learning Feb 19, 2022 BIG-bench Machine Learning Recommendation Systems
— Unverified Generalizable Information Theoretic Causal Representation Feb 17, 2022 counterfactual image-classification
— Unverified Improving Rating and Relevance with Point-of-Interest Recommender System Feb 17, 2022 Recommendation Systems Retrieval
— Unverified Should I send this notification? Optimizing push notifications decision making by modeling the future Feb 17, 2022 Decision Making Model-based Reinforcement Learning
— Unverified A recommender system for automatic picking of subsurface formation tops Feb 17, 2022 Recommendation Systems
Code Code Available VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation Feb 16, 2022 Descriptive Movie Recommendation
— Unverified Branching Reinforcement Learning Feb 16, 2022 LEMMA Recommendation Systems
— Unverified Edge Data Based Trailer Inception Probabilistic Matrix Factorization for Context-Aware Movie Recommendation Feb 16, 2022 Movie Recommendation Recommendation Systems
— Unverified Case law retrieval: problems, methods, challenges and evaluations in the last 20 years Feb 15, 2022 Information Retrieval Recommendation Systems
— Unverified Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation Feb 14, 2022 graph construction Recommendation Systems
— Unverified Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation Feb 14, 2022 Explainable Recommendation Persuasiveness
— Unverified A Tech Hybrid-Recommendation Engine and Personalized Notification: An integrated tool to assist users through Recommendations (Project ATHENA) Feb 13, 2022 Collaborative Filtering Recommendation Systems
— Unverified NEAT: A Label Noise-resistant Complementary Item Recommender System with Trustworthy Evaluation Feb 11, 2022 Recommendation Systems
— Unverified Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation Feb 10, 2022 Privacy Preserving Recommendation Systems
— Unverified Collaborative Filtering with Attribution Alignment for Review-based Non-overlapped Cross Domain Recommendation Feb 10, 2022 Collaborative Filtering Recommendation Systems
— Unverified FedAttack: Effective and Covert Poisoning Attack on Federated Recommendation via Hard Sampling Feb 10, 2022 Federated Learning Recommendation Systems
— Unverified A.I. and Data-Driven Mobility at Volkswagen Financial Services AG Feb 9, 2022 BIG-bench Machine Learning object-detection
— Unverified Using a Language Model in a Kiosk Recommender System at Fast-Food Restaurants Feb 8, 2022 Language Modeling Language Modelling
— Unverified NxtPost: User to Post Recommendations in Facebook Groups Feb 8, 2022 Recommendation Systems Sequential Recommendation
— Unverified Bayesian Non-stationary Linear Bandits for Large-Scale Recommender Systems Feb 7, 2022 Decision Making Dimensionality Reduction
Code Code Available Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors Feb 6, 2022 Recommendation Systems
Code Code Available A Review of Modern Fashion Recommender Systems Feb 6, 2022 Recommendation Systems
— Unverified LEAPMood: Light and Efficient Architecture to Predict Mood with Genetic Algorithm driven Hyperparameter Tuning Feb 5, 2022 Emotion Recognition Prediction
— Unverified Using Large-scale Heterogeneous Graph Representation Learning for Code Review Recommendations at Microsoft Feb 4, 2022 Graph Representation Learning Management
— Unverified Lightweight Compositional Embeddings for Incremental Streaming Recommendation Feb 4, 2022 Recommendation Systems
— Unverified Offline Reinforcement Learning for Mobile Notifications Feb 4, 2022 Attribute Recommendation Systems
— Unverified Variance-Optimal Augmentation Logging for Counterfactual Evaluation in Contextual Bandits Feb 3, 2022 counterfactual Multi-Armed Bandits
— Unverified Context Uncertainty in Contextual Bandits with Applications to Recommender Systems Feb 1, 2022 Multi-Armed Bandits Recommendation Systems
— Unverified Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways Feb 1, 2022 Recommendation Systems
Code Code Available SUGAR: Efficient Subgraph-level Training via Resource-aware Graph Partitioning Jan 31, 2022 Drug Discovery Edge-computing
— Unverified Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms Jan 30, 2022 Collaborative Filtering Multi-Armed Bandits
— Unverified Rank List Sensitivity of Recommender Systems to Interaction Perturbations Jan 29, 2022 Recommendation Systems Sensitivity
— Unverified Hyper-Class Representation of Data Jan 28, 2022 Attribute Recommendation Systems
— Unverified Efficiently Maintaining Next Basket Recommendations under Additions and Deletions of Baskets and Items Jan 27, 2022 Next-basket recommendation Recommendation Systems
Code Code Available Recency Dropout for Recurrent Recommender Systems Jan 26, 2022 Data Augmentation Recommendation Systems
— Unverified Graph Neural Networks with Dynamic and Static Representations for Social Recommendation Jan 26, 2022 Recommendation Systems
Code Code Available Diversity in the Music Listening Experience: Insights from Focus Group Interviews Jan 25, 2022 Diversity Music Recommendation
— Unverified Explainability in Music Recommender Systems Jan 25, 2022 Collaborative Filtering Explainable artificial intelligence
Code Code Available Dual Preference Distribution Learning for Item Recommendation Jan 24, 2022 Attribute Recommendation Systems
— Unverified 