Methods

A New Class of Time Dependent Latent Factor Models with Applications JMLR 2020 Annotating Temporal Dependency Graphs via Crowdsourcing EMNLP 2020 An Open Source Implementation of ITU-T Recommendation P.808 with Validation Interspeech 2020 A Quantum-inspired Entropic Kernel for Multiple Financial Time Series Analysis IJCAI 2020 A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data IJCAI 2020 Bayesian joint state and parameter tracking in autoregressive models L4DC 2020 Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances ICML 2020 Better Highlighting: Creating Sub-Sentence Summary Highlights EMNLP 2020 BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain IJCAI 2020 Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting AAAI 2020 Building a Japanese Typo Dataset from Wikipedia’s Revision History ACL 2020 CableMon: Improving the Reliability of Cable Broadband Networks via Proactive Network Maintenance NSDI 2020 Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory AAAI 2020 Causal Modeling for Fairness In Dynamical Systems ICML 2020 CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation NeurIPS 2020 Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting AAAI 2020 Composable Sketches for Functions of Frequencies: Beyond the Worst Case ICML 2020 Config2Spec: Mining Network Specifications from Network Configurations NSDI 2020 CoRefi: A Crowd Sourcing Suite for Coreference Annotation EMNLP 2020 Coresets for Regressions with Panel Data NeurIPS 2020 COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020 Creating a Domain-diverse Corpus for Theory-based Argument Quality Assessment COLING 2020 CSL-EMG_Array: An Open Access Corpus for EMG-to-Speech Conversion Interspeech 2020 D2D-LSTM: LSTM-Based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks AAAI 2020 DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series AAAI 2020