| Accelerating Neural Architecture Search using Performance Prediction | May 30, 2017 | Hyperparameter OptimizationLanguage Modeling | CodeCode Available | 0 |
| Test Models for Statistical Inference: Two-Dimensional Reaction Systems Displaying Limit Cycle Bifurcations and Bistability | May 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Direct Mapping Hidden Excited State Interaction Patterns from ab initio Dynamics and Its Implications on Force Field Development | May 28, 2017 | ClusteringTime Series | —Unverified | 0 |
| Identifying stochastic oscillations in single-cell live imaging time series using Gaussian processes | May 25, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Neural Decomposition of Time-Series Data for Effective Generalization | May 25, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stochastic Sequential Neural Networks with Structured Inference | May 24, 2017 | Medical DiagnosisSegmentation | —Unverified | 0 |
| Sequence Summarization Using Order-constrained Kernelized Feature Subspaces | May 24, 2017 | Action RecognitionRiemannian optimization | —Unverified | 0 |
| Non-Stationary Spectral Kernels | May 24, 2017 | regressionTime Series | CodeCode Available | 0 |
| Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks | May 24, 2017 | Point ProcessesTime Series | CodeCode Available | 0 |
| Techniques for visualizing LSTMs applied to electrocardiograms | May 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding | May 22, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Prediction of Sea Surface Temperature using Long Short-Term Memory | May 19, 2017 | PredictionTime Series | —Unverified | 0 |
| Machine learning modeling for time series problem: Predicting flight ticket prices | May 19, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions | May 17, 2017 | Deep LearningFeature Engineering | —Unverified | 0 |
| Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming | May 16, 2017 | ClassificationDiversity | CodeCode Available | 0 |
| A Long Short-Term Memory Recurrent Neural Network Framework for Network Traffic Matrix Prediction | May 16, 2017 | ManagementTemporal Sequences | —Unverified | 0 |
| Optimal Warping Paths are unique for almost every Pair of Time Series | May 16, 2017 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Mosquito Detection with Neural Networks: The Buzz of Deep Learning | May 15, 2017 | Deep LearningEvent Detection | —Unverified | 0 |
| An Investigation of the Structural Characteristics of the Indian IT Sector and the Capital Goods Sector: An Application of the R Programming in Time Series Decomposition and Forecasting | May 14, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Calibration and Filtering of Exponential L\'evy Option Pricing Models | May 13, 2017 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information | May 13, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting | May 11, 2017 | Load ForecastingTime Series | —Unverified | 0 |
| SILVar: Single Index Latent Variable Models | May 9, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes | May 2, 2017 | regressionTime Series | —Unverified | 0 |
| Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors | May 1, 2017 | Dimensionality ReductionModel Selection | —Unverified | 0 |