Methods

Policy Analysis using Synthetic Controls in Continuous-Time ICML 2021 Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone AAAI 2021 Predictive Agent-Based Modeling of Natural Disasters Using Machine Learning AAAI 2021 Probabilistic Forecasting: A Level-Set Approach NeurIPS 2021 Probabilistic Sequential Matrix Factorization AISTATS 2021 Probability Paths and the Structure of Predictions over Time NeurIPS 2021 Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing ACL 2021 Quantifying Contextual Aspects of Inter-annotator Agreement in Intertextuality Research EMNLP 2021 Rate-Optimal Subspace Estimation on Random Graphs NeurIPS 2021 Relaxed Clustered Hawkes Process for Student Procrastination Modeling in MOOCs AAAI 2021 Robust principal component analysis for generalized multi-view models UAI 2021 RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021 Scene Essence CVPR 2021 SceneGen: Learning To Generate Realistic Traffic Scenes CVPR 2021 Segmenting Hybrid Trajectories using Latent ODEs ICML 2021 Semantic shift in social networks ACL 2021 ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification AAAI 2021 SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data ICML 2021 Single and Multiple Change-Point Detection with Differential Privacy JMLR 2021 Size-Invariant Detection of Marine Vessels From Visual Time Series WACV 2021 Sparse Quantized Spectral Clustering ICLR 2021 Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021 Spectral embedding for dynamic networks with stability guarantees NeurIPS 2021 Statistically and Computationally Efficient Change Point Localization in Regression Settings JMLR 2021 Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021