| Times series averaging and denoising from a probabilistic perspective on time-elastic kernels | Nov 28, 2016 | DenoisingDynamic Time Warping | CodeCode Available | 0 |
| Multiple Time Series Ising Model for Financial Market Simulations | Nov 24, 2016 | ClusteringTime Series | —Unverified | 0 |
| Probabilistic structure discovery in time series data | Nov 21, 2016 | regressionTime Series | —Unverified | 0 |
| Time Series Structure Discovery via Probabilistic Program Synthesis | Nov 21, 2016 | ClusteringProgram Synthesis | —Unverified | 0 |
| Evaluating genetic drift in time-series evolutionary analysis | Nov 18, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Using LSTM recurrent neural networks for monitoring the LHC superconducting magnets | Nov 18, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models | Nov 18, 2016 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Earliness-Aware Deep Convolutional Networks for Early Time Series Classification | Nov 14, 2016 | ClassificationEarly Classification | —Unverified | 0 |
| Low Latency Anomaly Detection and Bayesian Network Prediction of Anomaly Likelihood | Nov 11, 2016 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Measurement of Anticipative Power of a Retina by Predictive Information | Nov 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Combining observational and experimental data to find heterogeneous treatment effects | Nov 8, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| NonSTOP: A NonSTationary Online Prediction Method for Time Series | Nov 8, 2016 | PredictionTime Series | —Unverified | 0 |
| Learning Time Series Detection Models from Temporally Imprecise Labels | Nov 7, 2016 | Multiple Instance LearningTime Series | —Unverified | 0 |
| Causal Compression | Nov 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The Case for Temporal Transparency: Detecting Policy Change Events in Black-Box Decision Making Systems | Oct 31, 2016 | Decision MakingTime Series | —Unverified | 0 |
| Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks | Oct 31, 2016 | AllObject Recognition | —Unverified | 0 |
| Analysis of Nonstationary Time Series Using Locally Coupled Gaussian Processes | Oct 31, 2016 | Gaussian ProcessesTime Series | —Unverified | 0 |
| All-atom Molecular Dynamics Simulations of the Projection Domain of the Intrinsically Disordered htau40 Protein | Oct 30, 2016 | AllTime Series | —Unverified | 0 |
| Limits to causal inference with state-space reconstruction for infectious disease | Oct 29, 2016 | Causal InferenceSensitivity | —Unverified | 0 |
| Interpretable Nonlinear Dynamic Modeling of Neural Trajectories | Oct 27, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Tool and Phase recognition using contextual CNN features | Oct 27, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Recurrent switching linear dynamical systems | Oct 26, 2016 | Bayesian InferenceTime Series | CodeCode Available | 0 |
| Universality of Bayesian mixture predictors | Oct 26, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gaussian Process Kernels for Popular State-Space Time Series Models | Oct 25, 2016 | Gaussian Processesregression | —Unverified | 0 |
| Are Chinese transport policies effective? A new perspective from direct pollution rebound effect, and empirical evidence from road transport sector | Oct 25, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |