Methods

Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series UAI 2020 High Dimensional Forecasting via Interpretable Vector Autoregression JMLR 2020 High-recall causal discovery for autocorrelated time series with latent confounders NeurIPS 2020 Human Values and Digital Patterns in Physical Exercise (Extended Abstract) IJCAI 2020 Hypothetical Answers to Continuous Queries over Data Streams AAAI 2020 Identifying Annotator Bias: A new IRT-based method for bias identification COLING 2020 I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic EMNLP 2020 Influenza Forecasting Framework based on Gaussian Processes ICML 2020 Interactive Rare-Category-of-Interest Mining from Large Datasets AAAI 2020 Interpretable Sequence Learning for Covid-19 Forecasting NeurIPS 2020 Intrinsic Evaluation of Summarization Datasets EMNLP 2020 Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction AAAI 2020 Is Big Data Performance Reproducible in Modern Cloud Networks? NSDI 2020 Iterative Learning for Reliable Underwater Link Adaptation (Student Abstract) AAAI 2020 Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values AAAI 2020 Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise JMLR 2020 Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings NeurIPS 2020 Learning CNF Blocking for Large-scale Author Name Disambiguation EMNLP 2020 Learning in situ: a randomized experiment in video streaming NSDI 2020 Linear Dynamics: Clustering without identification AISTATS 2020 Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract) AAAI 2020 MAVEN: A Massive General Domain Event Detection Dataset EMNLP 2020 Measuring Congestion in High-Performance Datacenter Interconnects NSDI 2020 Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions EMNLP 2020 Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction AAAI 2020