Data Science & Analytics

Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption NeurIPS 2019 Modeling Multi-Purpose Sessions for Next-Item Recommendations via Mixture-Channel Purpose Routing Networks IJCAI 2019 Modelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification AAAI 2019 Modelling Stopping Criteria for Search Results using Poisson Processes EMNLP 2019 Modular Materialisation of Datalog Programs AAAI 2019 Multi-Frequency Vector Diffusion Maps ICML 2019 Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019 Multi-modal Representation Learning for Successive POI Recommendation ACML 2019 Multi-Order Attentive Ranking Model for Sequential Recommendation AAAI 2019 Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search AAAI 2019 Multi-resolution Multi-task Gaussian Processes NeurIPS 2019 Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text EMNLP 2019 Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019 Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders ACML 2019 Multi-view Clustering via Late Fusion Alignment Maximization IJCAI 2019 Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data AAAI 2019 Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019 Near Neighbor: Who is the Fairest of Them All? NeurIPS 2019 Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data AAAI 2019 Neural Conversation Recommendation with Online Interaction Modeling EMNLP 2019 Neural Jump Stochastic Differential Equations NeurIPS 2019 Neural News Recommendation with Heterogeneous User Behavior EMNLP 2019 Neural News Recommendation with Topic-Aware News Representation ACL 2019 News2vec: News Network Embedding with Subnode Information EMNLP 2019 Nonparallel Emotional Speech Conversion Interspeech 2019