| Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement | Oct 3, 2024 | Computational EfficiencyDisentanglement | —Unverified | 0 | 0 |
| Capsule Neural Networks as Noise Stabilizer for Time Series Data | Mar 20, 2024 | Adversarial AttackTime Series | —Unverified | 0 | 0 |
| An Optimal Reduction of TV-Denoising to Adaptive Online Learning | Jan 23, 2021 | DenoisingTime Series | —Unverified | 0 | 0 |
| Efficient Recurrent Neural Networks using Structured Matrices in FPGAs | Mar 20, 2018 | Model CompressionTime Series | —Unverified | 0 | 0 |
| Efficient pattern-based anomaly detection in a network of multivariate devices | May 7, 2023 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Cap or No Cap? What Can Governments Do to Promote EV Sales? | Oct 26, 2022 | regressionTime Series | —Unverified | 0 | 0 |
| Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control | Jan 2, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| CAPE: Covariate-Adjusted Pre-Training for Epidemic Time Series Forecasting | Feb 5, 2025 | Decision MakingTime Series | —Unverified | 0 | 0 |
| An Optimally Weighted Echo State Neural Network for Highly Chaotic Time Series Modelling | Sep 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction | Nov 1, 2018 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 | 0 |
| Efficient Observation Time Window Segmentation for Administrative Data Machine Learning | Jan 29, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Capacity of the covariance perceptron | Dec 2, 2019 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Efficient Model Selection for Time Series Forecasting via LLMs | Apr 2, 2025 | Meta-LearningModel Selection | —Unverified | 0 | 0 |
| Can we imitate the principal investor's behavior to learn option price? | May 24, 2021 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Efficient Modeling and Forecasting of the Electricity Spot Price | Feb 27, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Efficient Market Dynamics: Unraveling Informational Efficiency in UK Horse Racing Betting Markets Through Betfair's Time Series Analysis | Feb 4, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning? | Jul 17, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Can Transformers Predict Vibrations? | Feb 16, 2024 | Time Series | —Unverified | 0 | 0 |
| A General Framework for Uncertainty Quantification via Neural SDE-RNN | Jun 1, 2023 | ImputationTime Series | —Unverified | 0 | 0 |
| Active Tuning | Oct 2, 2020 | DenoisingTime Series | —Unverified | 0 | 0 |
| A Causal-based Framework for Multimodal Multivariate Time Series Validation Enhanced by Unsupervised Deep Learning as an Enabler for Industry 4.0 | Aug 5, 2020 | Anomaly DetectionCausal Discovery | —Unverified | 0 | 0 |
| Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion | May 16, 2025 | Computational EfficiencyDenoising | —Unverified | 0 | 0 |
| Efficiently Discovering Frequent Motifs in Large-scale Sensor Data | Jan 2, 2015 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Efficient Kernel-based Subsequence Search for User Identification from Walking Activity | Jun 11, 2019 | Dynamic Time Warpingglobal-optimization | —Unverified | 0 | 0 |
| Efficient Inverse Multiagent Learning | Feb 20, 2025 | Time Series | —Unverified | 0 | 0 |