Data Science & Analytics

Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model AISTATS 2021 Graph Gamma Process Linear Dynamical Systems AISTATS 2021 Graph Heterogeneous Multi-Relational Recommendation AAAI 2021 Graph Learning based Recommender Systems: A Review IJCAI 2021 Group Testing on a Network AAAI 2021 GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting AAAI 2021 Guided Visual Exploration of Relations in Data Sets JMLR 2021 Hierarchical Adaptive Temporal-Relational Modeling for Stock Trend Prediction IJCAI 2021 Hierarchical Agglomerative Graph Clustering in Nearly-Linear Time ICML 2021 Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees ICML 2021 Hierarchical Graph Convolution Network for Traffic Forecasting AAAI 2021 Hierarchical Graph Traversal for Aggregate k Nearest Neighbors Search in Road Networks (Extended Abstract) IJCAI 2021 Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback AAAI 2021 Hierarchical Reinforcement Learning for Integrated Recommendation AAAI 2021 HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation ACL 2021 Homogeneity Structure Learning in Large-scale Panel Data with Heavy-tailed Errors JMLR 2021 Hybrid-order Stochastic Block Model AAAI 2021 IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution AAAI 2021 IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets NAACL 2021 Implementing Evaluation Metrics Based on Theories of Democracy in News Comment Recommendation (Hackathon Report) EACL 2021 Improved Coresets and Sublinear Algorithms for Power Means in Euclidean Spaces NeurIPS 2021 Improving Sequential Recommendation Consistency with Self-Supervised Imitation IJCAI 2021 Incorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract) AAAI 2021 Independent Innovation Analysis for Nonlinear Vector Autoregressive Process AISTATS 2021 Inductive Graph Neural Networks for Spatiotemporal Kriging AAAI 2021