| When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting | Jun 7, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves | Jun 7, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture models | Jun 6, 2021 | Bayesian InferenceModel Selection | —Unverified | 0 |
| Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling | Jun 6, 2021 | EconometricsTime Series | CodeCode Available | 0 |
| Distributed Learning and its Application for Time-Series Prediction | Jun 6, 2021 | PredictionTime Series | —Unverified | 0 |
| Deep Particulate Matter Forecasting Model Using Correntropy-Induced Loss | Jun 6, 2021 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition | Jun 5, 2021 | Meta-LearningTime Series | —Unverified | 0 |
| Latent Time-Adaptive Drift-Diffusion Model | Jun 4, 2021 | modelTime Series | —Unverified | 0 |
| A General Method for Event Detection on Social Media | Jun 4, 2021 | Event DetectionTime Series | —Unverified | 0 |
| Price graphs: Utilizing the structural information of financial time series for stock prediction | Jun 4, 2021 | Stock PredictionTime Series | CodeCode Available | 1 |
| Deep Switching State Space Model (DS^3M) for Nonlinear Time Series Forecasting with Regime Switching | Jun 4, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Causal Graph Discovery from Self and Mutually Exciting Time Series | Jun 4, 2021 | Causal Discoveryfeature selection | —Unverified | 0 |
| Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems | Jun 3, 2021 | DecoderManagement | —Unverified | 0 |
| Causal Digital Twin from Multi-channel IoT | Jun 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Homological Time Series Analysis of Sensor Signals from Power Plants | Jun 3, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| MINIMALIST: Mutual INformatIon Maximization for Amortized Likelihood Inference from Sampled Trajectories | Jun 3, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Deep Signature Statistics for Likelihood-free Time-series Models | Jun 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inferring Black Hole Properties from Astronomical Multivariate Time Series with Bayesian Attentive Neural Processes | Jun 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Personalized Glucose Level Forecasting Using Attention-based Recurrent Neural Networks | Jun 2, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding | Jun 1, 2021 | ClusteringRepresentation Learning | CodeCode Available | 1 |
| Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments | Jun 1, 2021 | Causal Discoveryscientific discovery | —Unverified | 0 |
| Fast, Accurate and Interpretable Time Series Classification Through Randomization | May 31, 2021 | ClassificationTime Series | CodeCode Available | 1 |
| Pattern Discovery in Time Series with Byte Pair Encoding | May 30, 2021 | Missing ValuesTime Series | —Unverified | 0 |
| Rethinking the constraints of multimodal fusion: case study in Weakly-Supervised Audio-Visual Video Parsing | May 30, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| An improved LogNNet classifier for IoT application | May 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |