Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing May 24, 2019 Edge-computing Recommendation Systems
— Unverified Deep learning based mood tagging for Chinese song lyrics May 23, 2019 BIG-bench Machine Learning Deep Learning
— Unverified Evaluating recommender systems for AI-driven biomedical informatics May 22, 2019 AI Agent BIG-bench Machine Learning
Code Code Available Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction May 22, 2019 Click-Through Rate Prediction Recommendation Systems
Code Code Available A Scalable Hybrid Research Paper Recommender System for Microsoft Academic May 21, 2019 Recommendation Systems
Code Code Available Recommendation from Raw Data with Adaptive Compound Poisson Factorization May 20, 2019 Binarization Recommendation Systems
Code Code Available Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation May 19, 2019 Recommendation Systems Sequential Recommendation
Code Code Available Deep Session Interest Network for Click-Through Rate Prediction May 16, 2019 Click-Through Rate Prediction Deep Learning
Code Code Available Interpretable Robust Recommender Systems with Side Information May 16, 2019 Recommendation Systems regression
— Unverified Fiduciary Bandits May 16, 2019 Recommendation Systems
— Unverified Data Poisoning Attacks on Stochastic Bandits May 16, 2019 Data Poisoning Multi-Armed Bandits
— Unverified Recent Advances in Diversified Recommendation May 16, 2019 Diversity Recommendation Systems
— Unverified FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine May 15, 2019 Click-Through Rate Prediction Feature Importance
Code Code Available User profiles matching for different social networks based on faces embeddings May 15, 2019 Recommendation Systems
— Unverified Modeling the Dynamics of User Preferences for Sequence-Aware Recommendation Using Hidden Markov Models May 14, 2019 Change Detection Recommendation Systems
— Unverified Power of the Few: Analyzing the Impact of Influential Users in Collaborative Recommender Systems May 14, 2019 Collaborative Filtering Recommendation Systems
— Unverified PrivateJobMatch: A Privacy-Oriented Deferred Multi-Match Recommender System for Stable Employment May 11, 2019 Recommendation Systems
Code Code Available Stability Properties of Graph Neural Networks May 11, 2019 Motion Planning Recommendation Systems
— Unverified Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems May 11, 2019 Feature Engineering Graph Neural Network
Code Code Available Active embedding search via noisy paired comparisons May 10, 2019 Recommendation Systems
Code Code Available Recommending Dream Jobs in a Biased Real World May 10, 2019 BIG-bench Machine Learning Recommendation Systems
— Unverified Compositional Coding for Collaborative Filtering May 9, 2019 Collaborative Filtering Recommendation Systems
Code Code Available Lessons from Contextual Bandit Learning in a Customer Support Bot May 6, 2019 Information Retrieval Multi-Armed Bandits
— Unverified A general graph-based framework for top-N recommendation using content, temporal and trust information May 6, 2019 Recommendation Systems
Code Code Available New Item Consumption Prediction Using Deep Learning May 5, 2019 Deep Learning Prediction
— Unverified Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization May 4, 2019 Collaborative Filtering Movie Recommendation
— Unverified Latent Unexpected and Useful Recommendation May 4, 2019 Recommendation Systems
Code Code Available On the Difficulty of Evaluating Baselines: A Study on Recommender Systems May 4, 2019 Collaborative Filtering Recommendation Systems
Code Code Available Tight Regret Bounds for Infinite-armed Linear Contextual Bandits May 4, 2019 Decision Making Multi-Armed Bandits
— Unverified A Personalized Subreddit Recommendation Engine May 3, 2019 Recommendation Systems
Code Code Available Variational Autoencoders for Sparse and Overdispersed Discrete Data May 2, 2019 Collaborative Filtering Multi-Label Learning
Code Code Available Spectrum-enhanced Pairwise Learning to Rank May 2, 2019 Learning-To-Rank Missing Values
— Unverified Visually-aware Recommendation with Aesthetic Features May 2, 2019 Decision Making Recommendation Systems
— Unverified Clustering-Based Collaborative Filtering Using an Incentivized/Penalized User Model May 1, 2019 Clustering Collaborative Filtering
— Unverified Beyond Personalization: Research Directions in Multistakeholder Recommendation May 1, 2019 Fairness Recommendation Systems
— Unverified Signed Distance-based Deep Memory Recommender May 1, 2019 Recommendation Systems
Code Code Available Purchase as Reward : Session-based Recommendation by Imagination Reconstruction May 1, 2019 Recommendation Systems Session-Based Recommendations
— Unverified Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search Apr 30, 2019 Fairness Recommendation Systems
— Unverified On the Use of ArXiv as a Dataset Apr 30, 2019 Articles Author Attribution
Code Code Available Computational Approaches to Access Probabilistic Population Codes for Higher Cognition an Decision-Making Apr 25, 2019 Decision Making Recommendation Systems
— Unverified Three Methods for Training on Bandit Feedback Apr 24, 2019 Recommendation Systems
— Unverified Deconstructing the Filter Bubble: User Decision-Making and Recommender Systems Apr 23, 2019 Decision Making Recommendation Systems
— Unverified Sequential modeling of Sessions using Recurrent Neural Networks for Skip Prediction Apr 23, 2019 Decoder Position
Code Code Available Adaptive Matrix Completion for the Users and the Items in Tail Apr 22, 2019 Collaborative Filtering Low-Rank Matrix Completion
Code Code Available Learning from Sets of Items in Recommender Systems Apr 22, 2019 Collaborative Filtering Recommendation Systems
— Unverified An Evaluation Framework for Interactive Recommender System Apr 16, 2019 Recommendation Systems
— Unverified PL-NMF: Parallel Locality-Optimized Non-negative Matrix Factorization Apr 16, 2019 Dimensionality Reduction Recommendation Systems
— Unverified Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks Apr 15, 2019 News Recommendation Recommendation Systems
Code Code Available A Novel Hybrid Sequential Model for Review-based Rating Prediction Apr 14, 2019 Multi-Domain Recommender Systems Recommendation Systems
— Unverified Pre-training of Context-aware Item Representation for Next Basket Recommendation Apr 14, 2019 Next-basket recommendation Recommendation Systems
— Unverified 