Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation Feb 14, 2022 graph construction Recommendation Systems
— Unverified Neural Re-ranking in Multi-stage Recommender Systems: A Review Feb 14, 2022 Recommendation Systems Re-Ranking
Code Code Available Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations Feb 14, 2022 Click-Through Rate Prediction Recommendation Systems
Code Code Available UA-FedRec: Untargeted Attack on Federated News Recommendation Feb 14, 2022 Federated Learning News Recommendation
Code Code Available 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 Off-Policy Evaluation for Large Action Spaces via Embeddings Feb 13, 2022 Multi-Armed Bandits Off-policy evaluation
Code Code Available Choices, Risks, and Reward Reports: Charting Public Policy for Reinforcement Learning Systems Feb 11, 2022 Recommendation Systems reinforcement-learning
Code Code Available NEAT: A Label Noise-resistant Complementary Item Recommender System with Trustworthy Evaluation Feb 11, 2022 Recommendation Systems
— Unverified FedAttack: Effective and Covert Poisoning Attack on Federated Recommendation via Hard Sampling Feb 10, 2022 Federated Learning 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 A.I. and Data-Driven Mobility at Volkswagen Financial Services AG Feb 9, 2022 BIG-bench Machine Learning object-detection
— Unverified A Model-Agnostic Causal Learning Framework for Recommendation using Search Data Feb 9, 2022 Recommendation Systems
Code Code Available 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 CausPref: Causal Preference Learning for Out-of-Distribution Recommendation Feb 8, 2022 Recommendation Systems
Code Code Available Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network Feb 7, 2022 Graph Neural Network Recommendation Systems
Code Code Available Bayesian Non-stationary Linear Bandits for Large-Scale Recommender Systems Feb 7, 2022 Decision Making Dimensionality Reduction
Code Code Available A Review of Modern Fashion Recommender Systems Feb 6, 2022 Recommendation Systems
— Unverified Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors Feb 6, 2022 Recommendation Systems
Code Code Available Triangle Graph Interest Network for Click-through Rate Prediction Feb 6, 2022 Click-Through Rate Prediction Prediction
Code Code Available LEAPMood: Light and Efficient Architecture to Predict Mood with Genetic Algorithm driven Hyperparameter Tuning Feb 5, 2022 Emotion Recognition Prediction
— Unverified Offline Reinforcement Learning for Mobile Notifications Feb 4, 2022 Attribute Recommendation Systems
— Unverified Lightweight Compositional Embeddings for Incremental Streaming Recommendation Feb 4, 2022 Recommendation Systems
— Unverified Using Large-scale Heterogeneous Graph Representation Learning for Code Review Recommendations at Microsoft Feb 4, 2022 Graph Representation Learning Management
— Unverified Variance-Optimal Augmentation Logging for Counterfactual Evaluation in Contextual Bandits Feb 3, 2022 counterfactual Multi-Armed Bandits
— Unverified Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model Feb 3, 2022 Multi-Armed Bandits Off-policy evaluation
Code Code Available 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 Consistent Collaborative Filtering via Tensor Decomposition Jan 28, 2022 Collaborative Filtering Recommendation Systems
Code Code Available Efficiently Maintaining Next Basket Recommendations under Additions and Deletions of Baskets and Items Jan 27, 2022 Next-basket recommendation Recommendation Systems
Code Code Available Graph Neural Networks with Dynamic and Static Representations for Social Recommendation Jan 26, 2022 Recommendation Systems
Code Code Available Recency Dropout for Recurrent Recommender Systems Jan 26, 2022 Data Augmentation Recommendation Systems
— Unverified 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 On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems Jan 24, 2022 Data Augmentation Recommendation Systems
— Unverified Dual Preference Distribution Learning for Item Recommendation Jan 24, 2022 Attribute Recommendation Systems
— Unverified Reinforcement Routing on Proximity Graph for Efficient Recommendation Jan 23, 2022 Imitation Learning Recommendation Systems
— Unverified An integrated recurrent neural network and regression model with spatial and climatic couplings for vector-borne disease dynamics Jan 23, 2022 Recommendation Systems regression
— Unverified Improved Random Features for Dot Product Kernels Jan 21, 2022 Recommendation Systems
Code Code Available LRSVRG-IMC: An SVRG-Based Algorithm for LowRank Inductive Matrix Completion Jan 21, 2022 Matrix Completion Recommendation Systems
— Unverified Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations Jan 21, 2022 Fairness Recommendation Systems
Code Code Available GAN-based Matrix Factorization for Recommender Systems Jan 20, 2022 Collaborative Filtering Image Generation
Code Code Available Batch versus Sequential Active Learning for Recommender Systems Jan 19, 2022 Active Learning Recommendation Systems
— Unverified Learning to Rank For Push Notifications Using Pairwise Expected Regret Jan 19, 2022 Learning-To-Rank Recommendation Systems
— Unverified 