Methods

Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018 Fast Estimation of Causal Interactions using Wold Processes NeurIPS 2018 “Fingers in the Nose”: Evaluating Speakers’ Identification of Multi-Word Expressions Using a Slightly Gamified Crowdsourcing Platform COLING 2018 Forward-Backward Splitting for Time-Varying Graphical Models PGM 2018 Geocoding Without Geotags: A Text-based Approach for reddit EMNLP 2018 GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction IJCAI 2018 Hierarchical Electricity Time Series Forecasting for Integrating Consumption Patterns Analysis and Aggregation Consistency IJCAI 2018 Incorporating Topic Aspects for Online Comment Convincingness Evaluation EMNLP 2018 Inferring Latent Velocities from Weather Radar Data using Gaussian Processes NeurIPS 2018 Inferring Networks From Random Walk-Based Node Similarities NeurIPS 2018 K-means clustering using random matrix sparsification ICML 2018 Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders NeurIPS 2018 Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018 Learning Low-Dimensional Temporal Representations ICML 2018 Learning to Describe Differences Between Pairs of Similar Images EMNLP 2018 Machine Learning Approaches to Reduce Electrical Waste and Improve Power Grid Stability IJCAI 2018 Matrix completability analysis via graph k-connectivity AISTATS 2018 Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018 Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NeurIPS 2018 More or less controlled elicitation of argumentative text: Enlarging a microtext corpus via crowdsourcing EMNLP 2018 Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach ACML 2018 Multivariate Bayesian Structural Time Series Model JMLR 2018 Multivariate Time Series Imputation with Generative Adversarial Networks NeurIPS 2018 MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018 NeuCast: Seasonal Neural Forecast of Power Grid Time Series IJCAI 2018