Text-based Sentiment Analysis and Music Emotion Recognition Oct 6, 2018 Emotion Recognition Music Emotion Recognition
— Unverified Social Choice Random Utility Models of Intransitive Pairwise Comparisons Oct 5, 2018 Discrete Choice Models Recommendation Systems
— Unverified FashionNet: Personalized Outfit Recommendation with Deep Neural Network Oct 4, 2018 Recommendation Systems
— Unverified An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation Oct 2, 2018 Recommendation Systems Sequential Recommendation
— Unverified Thompson Sampling Algorithms for Cascading Bandits Oct 2, 2018 Efficient Exploration Multi-Armed Bandits
— Unverified GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model Oct 1, 2018 Recommendation Systems Topic Models
Code Code Available Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces Oct 1, 2018 Knowledge Graph Embeddings Recommendation Systems
Code Code Available Detecting Changes in User Preferences using Hidden Markov Models for Sequential Recommendation Tasks Sep 29, 2018 Change Point Detection Recommendation Systems
— Unverified VECTORIZATION METHODS IN RECOMMENDER SYSTEM Sep 27, 2018 Collaborative Filtering Position
— Unverified Music Sequence Prediction with Mixture Hidden Markov Models Sep 27, 2018 Collaborative Filtering Music Recommendation
— Unverified Enabling FAIR Research in Earth Science through Research Objects Sep 27, 2018 Management Object
— Unverified Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence Sep 27, 2018 Decoder Recommendation Systems
Code Code Available Relay: A New IR for Machine Learning Frameworks Sep 26, 2018 BIG-bench Machine Learning Recommendation Systems
— Unverified A novel approach for venue recommendation using cross-domain techniques Sep 26, 2018 Recommendation Systems
Code Code Available Surface Type Estimation from GPS Tracked Bicycle Activities Sep 25, 2018 Recommendation Systems Vocal Bursts Type Prediction
— Unverified Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues Sep 24, 2018 BIG-bench Machine Learning Clustering
— Unverified Variational Collaborative Learning for User Probabilistic Representation Sep 22, 2018 Collaborative Filtering Recommendation Systems
— Unverified Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection Sep 22, 2018 Community Detection Imputation
Code Code Available Adversarial Recommendation: Attack of the Learned Fake Users Sep 21, 2018 Recommendation Systems
— Unverified Context-Aware Systems for Sequential Item Recommendation Sep 21, 2018 Recommendation Systems
— Unverified Learning to Recommend with Multiple Cascading Behaviors Sep 21, 2018 Multi-Task Learning Recommendation Systems
— Unverified Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System Sep 19, 2018 Knowledge Distillation Learning-To-Rank
Code Code Available Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Sep 19, 2018 Recommendation Systems Sequential Recommendation
Code Code Available NAIS: Neural Attentive Item Similarity Model for Recommendation Sep 19, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Talent Search and Recommendation Systems at LinkedIn: Practical Challenges and Lessons Learned Sep 18, 2018 Information Retrieval Recommendation Systems
— Unverified Towards Deep and Representation Learning for Talent Search at LinkedIn Sep 17, 2018 Learning Semantic Representations Learning-To-Rank
— Unverified Aesthetic-based Clothing Recommendation Sep 16, 2018 Recommendation Systems
— Unverified Wasserstein Autoencoders for Collaborative Filtering Sep 15, 2018 Collaborative Filtering Recommendation Systems
— Unverified Personalizing Fairness-aware Re-ranking Sep 13, 2018 Diversity Fairness
— Unverified Clipped Matrix Completion: A Remedy for Ceiling Effects Sep 13, 2018 Matrix Completion Recommendation Systems
— Unverified A Fairness-aware Hybrid Recommender System Sep 13, 2018 Fairness Movie Recommendation
— Unverified The closed loop between opinion formation and personalised recommendations Sep 12, 2018 Recommendation Systems
— Unverified Poisoning Attacks to Graph-Based Recommender Systems Sep 11, 2018 Recommendation Systems
— Unverified ACM RecSys 2018 Late-Breaking Results Proceedings Sep 11, 2018 Recommendation Systems
— Unverified LensKit for Python: Next-Generation Software for Recommender System Experiments Sep 10, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce Sep 10, 2018 Diversity Recommendation Systems
Code Code Available Using Image Fairness Representations in Diversity-Based Re-ranking for Recommendations Sep 10, 2018 Diversity Fairness
— Unverified A Correlation Maximization Approach for Cross Domain Co-Embeddings Sep 10, 2018 Recommendation Systems
— Unverified Action-conditional Sequence Modeling for Recommendation Sep 7, 2018 Collaborative Filtering Recommendation Systems
— Unverified Five lessons from building a deep neural network recommender Sep 6, 2018 Recommendation Systems Transfer Learning
— Unverified Variational Bayesian Inference for Robust Streaming Tensor Factorization and Completion Sep 6, 2018 Bayesian Inference Recommendation Systems
— Unverified HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems Sep 5, 2018 Collaborative Filtering Metric Learning
— Unverified ViewpointS: towards a Collective Brain Sep 3, 2018 Recommendation Systems
— Unverified Cold-start recommendations in Collective Matrix Factorization Sep 2, 2018 Recommendation Systems
Code Code Available A Novel Deterministic Framework for Non-probabilistic Recommender Systems Sep 2, 2018 Bayesian Inference Collaborative Filtering
Code Code Available A Practical Deep Online Ranking System in E-commerce Recommendation Sep 1, 2018 Recommendation Systems Re-Ranking
— Unverified A novel graph-based model for hybrid recommendations in cold-start scenarios Aug 31, 2018 BIG-bench Machine Learning Collaborative Filtering
— Unverified Eigenvalue analogy for confidence estimation in item-based recommender systems Aug 31, 2018 Collaborative Filtering Recommendation Systems
— Unverified Securing Tag-based recommender systems against profile injection attacks: A comparative study Aug 30, 2018 Deep Learning Recommendation Systems
— Unverified Spectral Collaborative Filtering Aug 30, 2018 Collaborative Filtering Recommendation Systems
Code Code Available 