| Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition | Sep 20, 2021 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation | Feb 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Contrastive learning of strong-mixing continuous-time stochastic processes | Mar 3, 2021 | Contrastive LearningTime Series | —Unverified | 0 | 0 |
| A statistical test of market efficiency based on information theory | Aug 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Contrastive Learning Is Not Optimal for Quasiperiodic Time Series | Jul 24, 2024 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 | 0 |
| A Statistical Machine Learning Approach to Yield Curve Forecasting | Mar 4, 2017 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 | 0 |
| Among-site variability in the stochastic dynamics of East African coral reefs | Jun 27, 2016 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| A Data-Driven Method for Recognizing Automated Negotiation Strategies | Jul 3, 2021 | Feature EngineeringTime Series | —Unverified | 0 | 0 |
| A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series | Jul 3, 2023 | ManagementTime Series | —Unverified | 0 | 0 |
| Contrastive Learning for Time Series on Dynamic Graphs | Sep 21, 2022 | Activity RecognitionAnomaly Detection | —Unverified | 0 | 0 |
| Non-stationary GARCH modelling for fitting higher order moments of financial series within moving time windows | Feb 23, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Contrastive Conditional Neural Processes | Mar 8, 2022 | Contrastive LearningMeta-Learning | —Unverified | 0 | 0 |
| A State-Space Approach to Dynamic Nonnegative Matrix Factorization | Aug 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Contour map of estimation error for Expected Shortfall | Feb 22, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A State Space Approach for Piecewise-Linear Recurrent Neural Networks for Reconstructing Nonlinear Dynamics from Neural Measurements | Dec 23, 2016 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit | Apr 14, 2023 | ImputationTime Series | —Unverified | 0 | 0 |
| A Stable Measure for Conditional Periodicity of Time Series using Persistent Homology | Jan 6, 2025 | Dimensionality ReductionDynamic Time Warping | —Unverified | 0 | 0 |
| A Modified Dynamic Time Warping (MDTW) Approach and Innovative Average Non-Self Match Distance (ANSD) Method for Anomaly Detection in ECG Recordings | Nov 1, 2021 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 | 0 |
| Continuous-Time Linear Positional Embedding for Irregular Time Series Forecasting | Sep 30, 2024 | Irregular Time SeriesTime Series | —Unverified | 0 | 0 |
| Assimilative Causal Inference | May 20, 2025 | Causal InferenceTime Series | —Unverified | 0 | 0 |
| Continuous-time Autoencoders for Regular and Irregular Time Series Imputation | Dec 27, 2023 | ImputationIrregular Time Series | —Unverified | 0 | 0 |
| Continuous Sign Language Recognition via Temporal Super-Resolution Network | Jul 3, 2022 | Sign Language RecognitionSuper-Resolution | —Unverified | 0 | 0 |
| Asset Pricing with General Transaction Costs: Theory and Numerics | Apr 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A model-free approach to fingertip slip and disturbance detection for grasp stability inference | Nov 22, 2023 | Time Series | —Unverified | 0 | 0 |
| A Data-driven Market Simulator for Small Data Environments | Jun 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |