Methods

Active Change-Point Detection ACML 2019 A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data IJCAI 2019 A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data AAAI 2019 A Graph-Based Framework to Bridge Movies and Synopses ICCV 2019 Algorithms for Estimating Trends in Global Temperature Volatility AAAI 2019 A Method to Automatically Identify Diachronic Variation in Collocations. ACL 2019 Analyzing Reaction Time and Error Sequences in Lexical Decision Experiments Interspeech 2019 An Investigation of Therapeutic Rapport Through Prosody in Brief Psychodynamic Psychotherapy Interspeech 2019 A Recurrent Neural Cascade-based Model for Continuous-Time Diffusion ICML 2019 A Time Series Analysis of Emotional Loading in Central Bank Statements EMNLP 2019 AudioCaps: Generating Captions for Audios in The Wild NAACL 2019 Automated Pyramid Summarization Evaluation CoNLL 2019 BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series IJCAI 2019 Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion NeurIPS 2019 Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models ICML 2019 Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019 Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach AISTATS 2019 Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting AAAI 2019 Collaborative, Dynamic and Diversified User Profiling AAAI 2019 Collective Matrix Completion JMLR 2019 Commonsense about Human Senses: Labeled Data Collection Processes EMNLP 2019 Communication Complexity in Locally Private Distribution Estimation and Heavy Hitters ICML 2019 Computation Efficient Coded Linear Transform AISTATS 2019 Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes IJCAI 2019 Crowdsourcing Discourse Relation Annotations by a Two-Step Connective Insertion Task ACL 2019