| Deep Neural Models of Semantic Shift | Jun 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sea surface temperature prediction and reconstruction using patch-level neural network representations | Jun 1, 2018 | Numerical IntegrationTime Series | —Unverified | 0 |
| Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems | May 31, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators | May 31, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Predicting County Level Corn Yields Using Deep Long Short Term Memory Models | May 30, 2018 | PredictionTime Series | —Unverified | 0 |
| Unsupervised detection of diachronic word sense evolution | May 29, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Currency exchange prediction using machine learning, genetic algorithms and technical analysis | May 29, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| BRITS: Bidirectional Recurrent Imputation for Time Series | May 27, 2018 | General ClassificationImputation | CodeCode Available | 0 |
| Adversarial Constraint Learning for Structured Prediction | May 27, 2018 | Pose EstimationPrediction | CodeCode Available | 0 |
| Statistical properties and multifractality of Bitcoin | May 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Structure Learning from Time Series with False Discovery Control | May 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals | May 24, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Model Selection in Time Series Analysis: Using Information Criteria as an Alternative to Hypothesis Testing | May 23, 2018 | Model SelectionRelation | —Unverified | 0 |
| Approximate Newton-based statistical inference using only stochastic gradients | May 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine-learning inference of fluid variables from data using reservoir computing | May 23, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Structured Bayesian Gaussian process latent variable model | May 22, 2018 | Imputationmodel | —Unverified | 0 |
| Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning | May 22, 2018 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits | May 22, 2018 | Feature EngineeringMulti-Armed Bandits | —Unverified | 0 |
| NEWMA: a new method for scalable model-free online change-point detection | May 21, 2018 | Change Point DetectionTime Series | CodeCode Available | 0 |
| STS Classification with Dual-stream CNN | May 20, 2018 | Activity RecognitionClassification | —Unverified | 0 |
| DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy | May 20, 2018 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| On Attention Models for Human Activity Recognition | May 19, 2018 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Deep Generative Markov State Models | May 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference | May 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions | May 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
