| Modeling Sub-Event Dynamics in First-Person Action Recognition | Jul 1, 2017 | Action RecognitionTemporal Action Localization | —Unverified | 0 |
| Empirical analysis of daily cash flow time series and its implications for forecasting | Jun 29, 2017 | ManagementTime Series | —Unverified | 0 |
| Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning | Jun 28, 2017 | Imitation LearningRecommendation Systems | —Unverified | 0 |
| Forecasting and Granger Modelling with Non-linear Dynamical Dependencies | Jun 27, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| SchNet: A continuous-filter convolutional neural network for modeling quantum interactions | Jun 26, 2017 | Formation EnergyTime Series | CodeCode Available | 1 |
| Introducing Data Primitives: Data Formats for the SKED Framework | Jun 25, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data | Jun 25, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Reservoir Computing on the Hypersphere | Jun 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| TimeNet: Pre-trained deep recurrent neural network for time series classification | Jun 23, 2017 | Dynamic Time WarpingGeneral Classification | CodeCode Available | 0 |
| Bayesian multi--dipole localization and uncertainty quantification from simultaneous EEG and MEG recordings | Jun 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Infinite Mixture Model of Markov Chains | Jun 19, 2017 | modelPrediction | —Unverified | 0 |
| Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier | Jun 13, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Analysis of cyclical behavior in time series of stock market returns | Jun 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Conformal k-NN Anomaly Detector for Univariate Data Streams | Jun 11, 2017 | Anomaly DetectionConformal Prediction | —Unverified | 0 |
| Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing | Jun 10, 2017 | Anomaly Detectionparameter estimation | CodeCode Available | 0 |
| Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data | Jun 10, 2017 | ClusteringTime Series | —Unverified | 0 |
| Time Series Using Exponential Smoothing Cells | Jun 9, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs | Jun 8, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Bayesian LSTMs in medicine | Jun 5, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Financial Series Prediction: Comparison Between Precision of Time Series Models and Machine Learning Methods | Jun 3, 2017 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Unsupervised real-time anomaly detection for streaming data | Jun 2, 2017 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| imputeTS: Time Series Missing Value Imputation in R | Jun 1, 2017 | AttributeImputation | CodeCode Available | 0 |
| Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning | Jun 1, 2017 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware | Jun 1, 2017 | Computational EfficiencyTime Series | —Unverified | 0 |
| Large Linear Multi-output Gaussian Process Learning | May 30, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
