| Attention-Based Ensemble Pooling for Time Series Forecasting | Oct 24, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Grid Frequency Forecasting in University Campuses using Convolutional LSTM | Oct 24, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Triple Simplex Matrix Completion for Expense Forecasting | Oct 23, 2023 | Matrix CompletionTime Series | —Unverified | 0 |
| Beyond VaR and CVaR: Topological Risk Measures in Financial Markets | Oct 23, 2023 | ManagementTime Series | CodeCode Available | 0 |
| Identifiability of total effects from abstractions of time series causal graphs | Oct 23, 2023 | Time Series | —Unverified | 0 |
| XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification | Oct 23, 2023 | BenchmarkingTime Series | CodeCode Available | 0 |
| Pyramidal Hidden Markov Model For Multivariate Time Series Forecasting | Oct 22, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications | Oct 19, 2023 | Out-of-Distribution DetectionSentiment Analysis | —Unverified | 0 |
| Simulation-based Bayesian Inference from Privacy Protected Data | Oct 19, 2023 | Bayesian InferenceTime Series | CodeCode Available | 0 |
| MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features | Oct 19, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| A New Time Series Similarity Measure and Its Smart Grid Applications | Oct 19, 2023 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| Neural Likelihood Approximation for Integer Valued Time Series Data | Oct 19, 2023 | Time Series | —Unverified | 0 |
| Metastable Financial Markets | Oct 19, 2023 | Causal InferenceTime Series | —Unverified | 0 |
| Towards a Deep Learning-based Online Quality Prediction System for Welding Processes | Oct 19, 2023 | ARCContinual Learning | —Unverified | 0 |
| Open-Set Multivariate Time-Series Anomaly Detection | Oct 18, 2023 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Dynamic financial processes identification using sparse regressive reservoir computers | Oct 18, 2023 | Time Series | CodeCode Available | 0 |
| Is Channel Independent strategy optimal for Time Series Forecasting? | Oct 18, 2023 | ClusteringTime Series | —Unverified | 0 |
| Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering | Oct 18, 2023 | ClusteringDecoder | —Unverified | 0 |
| Transformers for scientific data: a pedagogical review for astronomers | Oct 18, 2023 | AstronomyTime Series | —Unverified | 0 |
| MorphFlow: Estimating Motion in In Situ Tests of Concrete | Oct 17, 2023 | Time Series | —Unverified | 0 |
| Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations | Oct 17, 2023 | Autonomous Drivingreinforcement-learning | CodeCode Available | 0 |
| Causal Feature Selection via Transfer Entropy | Oct 17, 2023 | Causal Discoveryfeature selection | —Unverified | 0 |
| MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection | Oct 17, 2023 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| A Machine Learning-based Algorithm for Automated Detection of Frequency-based Events in Recorded Time Series of Sensor Data | Oct 16, 2023 | Event Detectionobject-detection | —Unverified | 0 |
| Temporal Embeddings: Scalable Self-Supervised Temporal Representation Learning from Spatiotemporal Data for Multimodal Computer Vision | Oct 16, 2023 | Representation LearningSemantic Segmentation | —Unverified | 0 |