Methods

Non-metric Similarity Graphs for Maximum Inner Product Search NeurIPS 2018 Nonparametric Bayesian sparse graph linear dynamical systems AISTATS 2018 Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words ACL 2018 One-Shot Relational Learning for Knowledge Graphs EMNLP 2018 OpenEnsembles: A Python Resource for Ensemble Clustering JMLR 2018 Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning NeurIPS 2018 Patent Litigation Prediction: A Convolutional Tensor Factorization Approach IJCAI 2018 Periodic-CRN: A Convolutional Recurrent Model for Crowd Density Prediction with Recurring Periodic Patterns IJCAI 2018 Postfiltering with Complex Spectral Correlations for Speech and Audio Coding Interspeech 2018 Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models JMLR 2018 Precision and Recall for Time Series NeurIPS 2018 PredCNN: Predictive Learning with Cascade Convolutions IJCAI 2018 Predicting Complex Activities from Ongoing Multivariate Time Series IJCAI 2018 QuantTree: Histograms for Change Detection in Multivariate Data Streams ICML 2018 Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information IJCAI 2018 Robust and Scalable Models of Microbiome Dynamics ICML 2018 Robust Subspace Approximation in a Stream NeurIPS 2018 RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine OSDI 2018 Safe Active Learning for Time-Series Modeling with Gaussian Processes NeurIPS 2018 Sampling for Approximate Bipartite Network Projection IJCAI 2018 Scikit-Multiflow: A Multi-output Streaming Framework JMLR 2018 Self-similarity Matrix Based Intelligibility Assessment of Cleft Lip and Palate Speech Interspeech 2018 Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection ICML 2018 Spectrally Approximating Large Graphs with Smaller Graphs ICML 2018 State Space Gaussian Processes with Non-Gaussian Likelihood ICML 2018