Optimization and Analysis of the pAp@k Metric for Recommender Systems Jan 1, 2020 Recommendation Systems
— Unverified Leveraging Long and Short-Term Information in Content-Aware Movie Recommendation via Adversarial Training Jan 1, 2020 Movie Recommendation Recommendation Systems
— Unverified Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions Jan 1, 2020 Information Retrieval Recommendation Systems
— Unverified Ranking news feed updates on social media: A comparative study of supervised models Jan 1, 2020 Ensemble Learning News Recommendation
Code Code Available Collaborative Generated Hashing for Market Analysis and Fast Cold-start Recommendation Jan 1, 2020 Marketing Recommendation Systems
— Unverified Gradient-free Online Learning in Continuous Games with Delayed Rewards Jan 1, 2020 Multi-Armed Bandits Recommendation Systems
— Unverified Improved Communication Cost in Distributed PageRank Computation – A Theoretical Study Jan 1, 2020 Recommendation Systems
— Unverified CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis] Dec 29, 2019 Articles News Recommendation
Code Code Available Sequential Recommender Systems: Challenges, Progress and Prospects Dec 28, 2019 Collaborative Filtering Recommendation Systems
— Unverified Solving Cold Start Problem in Recommendation with Attribute Graph Neural Networks Dec 28, 2019 Attribute Graph Neural Network
— Unverified Predicting Attributes of Nodes Using Network Structure Dec 27, 2019 Attribute Recommendation Systems
— Unverified Academic Performance Estimation with Attention-based Graph Convolutional Networks Dec 26, 2019 Decision Making Prediction
— Unverified Memory Augmented Graph Neural Networks for Sequential Recommendation Dec 26, 2019 Graph Neural Network Recommendation Systems
Code Code Available Convolutional Quantum-Like Language Model with Mutual-Attention for Product Rating Prediction Dec 25, 2019 Language Modeling Language Modelling
— Unverified RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback Dec 24, 2019 Collaborative Filtering Recommendation Systems
Code Code Available A Drug Recommendation System (Dr.S) for cancer cell lines Dec 24, 2019 BIG-bench Machine Learning Recommendation Systems
— Unverified An Explainable Autoencoder For Collaborative Filtering Recommendation Dec 23, 2019 Collaborative Filtering Deep Learning
— Unverified Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data Dec 22, 2019 Causal Inference counterfactual
— Unverified ET-USB: Transformer-Based Sequential Behavior Modeling for Inbound Customer Service Dec 20, 2019 Deep Learning Recommendation Systems
— Unverified Recommendations and User Agency: The Reachability of Collaboratively-Filtered Information Dec 20, 2019 Recommendation Systems
Code Code Available Meta Decision Trees for Explainable Recommendation Systems Dec 19, 2019 Attribute Collaborative Filtering
— Unverified Bounded Manifold Completion Dec 19, 2019 Dimensionality Reduction Image Inpainting
— Unverified Gaussian Process Latent Variable Model Factorization for Context-aware Recommender Systems Dec 19, 2019 Dimensionality Reduction Recommendation Systems
Code Code Available Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation Dec 18, 2019 Recommendation Systems
— Unverified Meta-Learned Per-Instance Algorithm Selection in Scholarly Recommender Systems Dec 18, 2019 Meta-Learning Recommendation Systems
— Unverified An Adaptive Similarity Measure to Tune Trust Influence in Memory-Based Collaborative Filtering Dec 18, 2019 Collaborative Filtering Recommendation Systems
— Unverified Expanding Label Sets for Graph Convolutional Networks Dec 18, 2019 Clustering General Classification
— Unverified Collaborative Filtering vs. Content-Based Filtering: differences and similarities Dec 18, 2019 Collaborative Filtering Recommendation Systems
— Unverified Seq2seq Translation Model for Sequential Recommendation Dec 16, 2019 model Recommendation Systems
— Unverified Global and country-specific mainstreaminess measures: Definitions, analysis, and usage for improving personalized music recommendation systems Dec 14, 2019 Music Recommendation Recommendation Systems
— Unverified Improved Explanatory Efficacy on Human Affect and Workload through Interactive Process in Artificial Intelligence Dec 13, 2019 EEG Electroencephalogram (EEG)
— Unverified Balancing Accuracy and Diversity in Recommendations using Matrix Completion Framework Dec 11, 2019 Collaborative Filtering Diversity
— Unverified Deep Latent Factor Model for Collaborative Filtering Dec 10, 2019 BIG-bench Machine Learning Collaborative Filtering
— Unverified Recurrent Point Processes for Dynamic Review Models Dec 9, 2019 Point Processes Recommendation Systems
— Unverified CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian Personalized Ranking Dec 9, 2019 Recommendation Systems
Code Code Available Multi-Gradient Descent for Multi-Objective Recommender Systems Dec 9, 2019 Recommendation Systems
Code Code Available ragamAI: A Network Based Recommender System to Arrange a Indian Classical Music Concert Dec 8, 2019 Recommendation Systems
— Unverified Potential Passenger Flow Prediction: A Novel Study for Urban Transportation Development Dec 7, 2019 MULTI-VIEW LEARNING Recommendation Systems
— Unverified Addressing Marketing Bias in Product Recommendations Dec 4, 2019 Collaborative Filtering Fairness
Code Code Available A Fast Matrix-Completion-Based Approach for Recommendation Systems Dec 2, 2019 Matrix Completion Recommendation Systems
— Unverified Data Poisoning Attacks on Neighborhood-based Recommender Systems Dec 1, 2019 Collaborative Filtering Data Poisoning
— Unverified Cascading Hybrid Bandits: Online Learning to Rank for Relevance and Diversity Dec 1, 2019 Diversity Learning-To-Rank
— Unverified A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation Dec 1, 2019 Generative Adversarial Network Model-based Reinforcement Learning
Code Code Available Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning Dec 1, 2019 Interactive Recommendation Recommendation Systems
— Unverified Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model Dec 1, 2019 BIG-bench Machine Learning Imputation
Code Code Available On model selection for scalable time series forecasting in transport networks Nov 29, 2019 Clustering Deep Learning
— Unverified Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks Nov 27, 2019 Graph Classification Recommendation Systems
Code Code Available Deep Learning with Gaussian Differential Privacy Nov 26, 2019 Deep Learning General Classification
Code Code Available Multi-Component Graph Convolutional Collaborative Filtering Nov 25, 2019 Collaborative Filtering Recommendation Systems
Code Code Available Projective Quadratic Regression for Online Learning Nov 25, 2019 Feature Engineering Recommendation Systems
— Unverified 