Methods

Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting IJCAI 2021 Uncertain Time Series Classification IJCAI 2021 Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis NAACL 2021 Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders AAAI 2021 Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021 Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender EMNLP 2021 Using Transposed Convolution for Articulatory-to-Acoustic Conversion from Real-Time MRI Data Interspeech 2021 Variance Reduced Training with Stratified Sampling for Forecasting Models ICML 2021 Weakly Supervised Temporal Anomaly Segmentation With Dynamic Time Warping ICCV 2021 When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting NeurIPS 2021 Whittle Networks: A Deep Likelihood Model for Time Series ICML 2021 Whiz: Data-Driven Analytics Execution NSDI 2021 Written Justifications are Key to Aggregate Crowdsourced Forecasts EMNLP 2021 XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors AAAI 2021 Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting ICML 2021 2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets WACV 2020 A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward) IJCAI 2020 Adversarial Attacks on Probabilistic Autoregressive Forecasting Models ICML 2020 Adversarial Dynamic Shapelet Networks AAAI 2020 Adversarial Sparse Transformer for Time Series Forecasting NeurIPS 2020 A Finite-Sample Deviation Bound for Stable Autoregressive Processes L4DC 2020 A Multi-Channel Neural Graphical Event Model with Negative Evidence AAAI 2020 An efficient representation of chronological events in medical texts EMNLP 2020 An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events EMNLP 2020 A New Attention Mechanism to Classify Multivariate Time Series IJCAI 2020