BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Apr 14, 2019 Recommendation Systems Sequential Recommendation
Code Code Available N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network Apr 12, 2019 Clustering Recommendation Systems
— Unverified Advanced Customer Activity Prediction based on Deep Hierarchic Encoder-Decoders Apr 11, 2019 Activity Prediction Product Recommendation
— Unverified A Model for Using Physiological Conditions for Proactive Tourist Recommendations Apr 10, 2019 Recommendation Systems
— Unverified Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction Apr 9, 2019 Click-Through Rate Prediction Deep Learning
Code Code Available Scaling Up Collaborative Filtering Data Sets through Randomized Fractal Expansions Apr 8, 2019 Collaborative Filtering Recommendation Systems
— Unverified Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems Apr 8, 2019 GPU Recommendation Systems
— Unverified Eliciting New Wikipedia Users' Interests via Automatically Mined Questionnaires: For a Warm Welcome, Not a Cold Start Apr 8, 2019 Articles Recommendation Systems
Code Code Available Cluster Developing 1-Bit Matrix Completion Apr 7, 2019 Clustering Matrix Completion
— Unverified SMURFF: a High-Performance Framework for Matrix Factorization Apr 4, 2019 Activity Prediction Recommendation Systems
— Unverified SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search Apr 3, 2019 Clustering Face Recognition
— Unverified Flavour Enhanced Food Recommendation Apr 2, 2019 Food recommendation Recommendation Systems
— Unverified A Survey on Practical Applications of Multi-Armed and Contextual Bandits Apr 2, 2019 Information Retrieval Multi-Armed Bandits
— Unverified Enhancing the long-term performance of recommender system Apr 1, 2019 Diversity Recommendation Systems
— Unverified Invariance-Preserving Localized Activation Functions for Graph Neural Networks Mar 29, 2019 Authorship Attribution Recommendation Systems
— Unverified Predictability of diffusion-based recommender systems Mar 29, 2019 Recommendation Systems
— Unverified Recommendation Systems for Tourism Based on Social Networks: A Survey Mar 28, 2019 Recommendation Systems Survey
— Unverified Meta-Learning surrogate models for sequential decision making Mar 28, 2019 Bayesian Optimisation Decision Making
— Unverified Link Stream Graph for Temporal Recommendations Mar 27, 2019 Recommendation Systems
— Unverified RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems Mar 26, 2019 Domain Adaptation Recommendation Systems
— Unverified Fiducia: A Personalized Food Recommender System for Zomato Mar 25, 2019 Recommendation Systems
— Unverified Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems Mar 25, 2019 Collaborative Filtering Graph Attention
Code Code Available Deep Hierarchical Reinforcement Learning Based Recommendations via Multi-goals Abstraction Mar 22, 2019 Hierarchical Reinforcement Learning Recommendation Systems
— Unverified Validation of a recommender system for prompting omitted foods in online dietary assessment surveys Mar 20, 2019 Recommendation Systems
— Unverified Distributed Maximization of Submodular plus Diversity Functions for Multi-label Feature Selection on Huge Datasets Mar 20, 2019 Data Summarization Diversity
— Unverified Personalized Neural Embeddings for Collaborative Filtering with Text Mar 19, 2019 Collaborative Filtering Recommendation Systems
— Unverified Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation Mar 19, 2019 Deep Reinforcement Learning Diversity
— Unverified Knowledge-aware Complementary Product Representation Learning Mar 16, 2019 Multi-Task Learning Recommendation Systems
— Unverified Jointly Learning Explainable Rules for Recommendation with Knowledge Graph Mar 9, 2019 Explainable Recommendation Knowledge Graphs
Code Code Available Generative Graph Convolutional Network for Growing Graphs Mar 6, 2019 Graph Generation Graph Reconstruction
— Unverified MILDNet: A Lightweight Single Scaled Deep Ranking Architecture Mar 3, 2019 Fine-Grained Visual Recognition Image Retrieval
Code Code Available Fairness in Recommendation Ranking through Pairwise Comparisons Mar 2, 2019 Fairness Recommendation Systems
— Unverified Representation Learning for Recommender Systems with Application to the Scientific Literature Feb 28, 2019 Network Embedding Recommendation Systems
— Unverified User-based collaborative filtering approach for content recommendation in OpenCourseWare platforms Feb 27, 2019 Collaborative Filtering Recommendation Systems
— Unverified Degenerate Feedback Loops in Recommender Systems Feb 27, 2019 Recommendation Systems
— Unverified Saec: Similarity-Aware Embedding Compression in Recommendation Systems Feb 26, 2019 Clustering Recommendation Systems
— Unverified Interaction-aware Factorization Machines for Recommender Systems Feb 26, 2019 Recommendation Systems
Code Code Available Multi-Scale Quasi-RNN for Next Item Recommendation Feb 26, 2019 Recommendation Systems
— Unverified Field-aware Neural Factorization Machine for Click-Through Rate Prediction Feb 25, 2019 Click-Through Rate Prediction Feature Engineering
— Unverified MIRA: A Computational Neuro-Based Cognitive Architecture Applied to Movie Recommender Systems Feb 25, 2019 Movie Recommendation Recommendation Systems
Code Code Available Deep Bayesian Multi-Target Learning for Recommender Systems Feb 25, 2019 Model Selection Recommendation Systems
Code Code Available Scalable Hyperbolic Recommender Systems Feb 22, 2019 Recommendation Systems
— Unverified Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks Feb 21, 2019 Recommendation Systems
Code Code Available Sequential Learning over Implicit Feedback for Robust Large-Scale Recommender Systems Feb 21, 2019 Recommendation Systems
— Unverified Bayesian Exploration with Heterogeneous Agents Feb 19, 2019 Recommendation Systems
— Unverified Graph Neural Networks for Social Recommendation Feb 19, 2019 Graph Neural Network Recommendation Systems
Code Code Available Joint Optimization of Tree-based Index and Deep Model for Recommender Systems Feb 19, 2019 Prediction Recommendation Systems
— Unverified Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences Feb 17, 2019 Graph Learning Knowledge Graph Completion
Code Code Available Collaborative Similarity Embedding for Recommender Systems Feb 17, 2019 Graph Learning Recommendation Systems
Code Code Available Interest-Related Item Similarity Model Based on Multimodal Data for Top-N Recommendation Feb 13, 2019 Recommendation Systems
— Unverified 