Data Science & Analytics

Social Media Attributions in the Context of Water Crisis EMNLP 2020 Social media data as a lens onto care-seeking behavior among women veterans of the US armed forces EMNLP 2020 Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models L4DC 2020 Sparse and low-rank multivariate Hawkes processes JMLR 2020 Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting AAAI 2020 Spatio-temporal alignments: Optimal transport through space and time AISTATS 2020 Spatio-Temporal Change Detection Using Granger Sequence Pattern IJCAI 2020 Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020 Speaker-Independent Mel-Cepstrum Estimation from Articulator Movements Using D-Vector Input Interspeech 2020 Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting NeurIPS 2020 STEER : Simple Temporal Regularization For Neural ODE NeurIPS 2020 Stochastically Robust Personalized Ranking for LSH Recommendation Retrieval AAAI 2020 Streaming Submodular Maximization under a k-Set System Constraint ICML 2020 Submodular Bandit Problem Under Multiple Constraints UAI 2020 Subsidy Allocations in the Presence of Income Shocks AAAI 2020 SURF: A Simple, Universal, Robust, Fast Distribution Learning Algorithm NeurIPS 2020 Survey on Feature Transformation Techniques for Data Streams IJCAI 2020 Swarm Intelligence for Self-Organized Clustering (Extended Abstract) IJCAI 2020 Symmetric Metric Learning with Adaptive Margin for Recommendation AAAI 2020 Systematically Exploring Associations among Multivariate Data AAAI 2020 Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data AAAI 2020 TapNet: Multivariate Time Series Classification with Attentional Prototypical Network AAAI 2020 TellTail: Fast Scoring and Detection of Dense Subgraphs AAAI 2020 Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution IJCAI 2020 Temporal Mental Health Dynamics on Social Media EMNLP 2020