Collaborative Filtering with Stability Nov 6, 2018 Collaborative Filtering Recommendation Systems
— Unverified Intervention Harvesting for Context-Dependent Examination-Bias Estimation Nov 5, 2018 Learning-To-Rank Position
— Unverified GEMRank: Global Entity Embedding For Collaborative Filtering Nov 5, 2018 Collaborative Filtering Recommendation Systems
— Unverified Fast Non-Bayesian Poisson Factorization for Implicit-Feedback Recommendations Nov 5, 2018 Recommendation Systems Variational Inference
Code Code Available Online Diverse Learning to Rank from Partial-Click Feedback Nov 1, 2018 Learning-To-Rank Recommendation Systems
— Unverified Session-based Recommendation with Graph Neural Networks Nov 1, 2018 Recommendation Systems Session-Based Recommendations
Code Code Available Clustered Monotone Transforms for Rating Factorization Oct 31, 2018 Recommendation Systems regression
— Unverified Quantum principal component analysis only achieves an exponential speedup because of its state preparation assumptions Oct 31, 2018 Clustering Recommendation Systems
— Unverified Recovery Guarantees for Quadratic Tensors with Sparse Observations Oct 31, 2018 Recommendation Systems
— Unverified Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling Oct 29, 2018 Collaborative Filtering Decision Making
Code Code Available AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks Oct 29, 2018 Click-Through Rate Prediction Recommendation Systems
Code Code Available Explicit Feedbacks Meet with Implicit Feedbacks : A Combined Approach for Recommendation System Oct 29, 2018 Recommendation Systems
— Unverified A new approach of contextual recommendation based on the method of Hierarchical Analysis of Processes Oct 23, 2018 Decision Making Recommendation Systems
— Unverified Scalable Recommender Systemsthrough Recursive Evidence Chains Oct 20, 2018 Matrix Completion Recommendation Systems
— Unverified Temporal Proximity induces Attributes Similarity Oct 20, 2018 Attribute Recommendation Systems
— Unverified A Model Parallel Proximal Stochastic Gradient Algorithm for Partially Asynchronous Systems Oct 19, 2018 BIG-bench Machine Learning Recommendation Systems
— Unverified Probabilistic Matrix Factorization with Personalized Differential Privacy Oct 19, 2018 Recommendation Systems
— Unverified A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers Oct 18, 2018 Fairness Recommendation Systems
— Unverified Compositional Verification for Autonomous Systems with Deep Learning Components Oct 18, 2018 Autonomous Vehicles Deep Learning
— Unverified Convolutional Collaborative Filter Network for Video Based Recommendation Systems Oct 18, 2018 Recommendation Systems
— Unverified Faster Matrix Completion Using Randomized SVD Oct 16, 2018 CPU Image Inpainting
Code Code Available Regret vs. Bandwidth Trade-off for Recommendation Systems Oct 15, 2018 Recommendation Systems
— Unverified Neural Variational Hybrid Collaborative Filtering Oct 12, 2018 Collaborative Filtering Recommendation Systems
— Unverified Systematic Biases in Link Prediction: comparing heuristic and graph embedding based methods Oct 11, 2018 Fairness Graph Embedding
— Unverified 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 Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces Oct 1, 2018 Knowledge Graph Embeddings Recommendation Systems
Code Code Available GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model Oct 1, 2018 Recommendation Systems Topic Models
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 Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence Sep 27, 2018 Decoder Recommendation Systems
Code Code Available Enabling FAIR Research in Earth Science through Research Objects Sep 27, 2018 Management Object
— Unverified 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 Learning to Recommend with Multiple Cascading Behaviors Sep 21, 2018 Multi-Task Learning Recommendation Systems
— Unverified 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 NAIS: Neural Attentive Item Similarity Model for Recommendation Sep 19, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Sep 19, 2018 Recommendation Systems Sequential Recommendation
Code Code Available Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System Sep 19, 2018 Knowledge Distillation Learning-To-Rank
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 