| Differentially Private K-means Clustering Applied to Meter Data Analysis and Synthesis | Dec 7, 2021 | ClusteringTime Series | —Unverified | 0 | 0 |
| Differentially-Private Heat and Electricity Markets Coordination | Jan 25, 2022 | Privacy PreservingTime Series | —Unverified | 0 | 0 |
| Benchmarking Explanatory Models for Inertia Forecasting using Public Data of the Nordic Area | Jul 14, 2023 | BenchmarkingTime Series | —Unverified | 0 | 0 |
| An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification | Jul 10, 2023 | Feature EngineeringTime Series | —Unverified | 0 | 0 |
| Differential Convolutional Fuzzy Time Series Forecasting | May 15, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data | Dec 3, 2020 | BenchmarkingInductive Bias | —Unverified | 0 | 0 |
| Differential Bayesian Neural Nets | Dec 2, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures | Jun 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series | Nov 8, 2018 | BenchmarkingDecision Making | —Unverified | 0 | 0 |
| A New Unified Deep Learning Approach with Decomposition-Reconstruction-Ensemble Framework for Time Series Forecasting | Feb 22, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Differentiable Multiple Shooting Layers | Jun 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Differentiable Dynamic Programming for Structured Prediction and Attention | Feb 11, 2018 | Machine TranslationPrediction | —Unverified | 0 | 0 |
| Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification | Aug 22, 2024 | Benchmarkingcounterfactual | —Unverified | 0 | 0 |
| A New Time Series Similarity Measure and Its Smart Grid Applications | Oct 19, 2023 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 | 0 |
| Adversarial Unsupervised Representation Learning for Activity Time-Series | Nov 14, 2018 | Representation LearningTime Series | —Unverified | 0 | 0 |
| Independence Testing for Temporal Data | Aug 18, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Differentiable Algorithm for Marginalising Changepoints | Nov 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data | Dec 5, 2020 | Ensemble LearningTime Series | —Unverified | 0 | 0 |
| Benchmarking changepoint detection algorithms on cardiac time series | Apr 16, 2024 | BenchmarkingChange Point Detection | —Unverified | 0 | 0 |
| Differences between the true reproduction number and the apparent reproduction number of an epidemic time series | Jul 7, 2023 | Time Series | —Unverified | 0 | 0 |
| Difference Attention Based Error Correction LSTM Model for Time Series Prediction | Mar 30, 2020 | PredictionTime Series | —Unverified | 0 | 0 |
| Benchmarking adversarial attacks and defenses for time-series data | Aug 30, 2020 | Adversarial DefenseBenchmarking | —Unverified | 0 | 0 |
| Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping | Sep 25, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 | 0 |
| Did ChatGPT or Copilot use alter the style of internet news headlines? A time series regression analysis | Mar 31, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain | Aug 5, 2021 | energy managementLoad Forecasting | —Unverified | 0 | 0 |