| Accelerating Neural Architecture Search using Performance Prediction | May 30, 2017 | Hyperparameter OptimizationLanguage Modeling | CodeCode Available | 0 | 5 |
| Identifying stochastic oscillations in single-cell live imaging time series using Gaussian processes | May 25, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 | 5 |
| LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| LLT: An R package for Linear Law-based Feature Space Transformation | Apr 27, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Identifying Nonstationary Causal Structures with High-Order Markov Switching Models | Jun 25, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Identifying Unique Causal Network from Nonstationary Time Series | Nov 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Impact of non-stationarity on estimating and modeling empirical copulas of daily stock returns | Jun 26, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Model Input-Output Configuration Search with Embedded Feature Selection for Sensor Time-series and Image Classification | Oct 26, 2023 | Computational EfficiencyDecoder | CodeCode Available | 0 | 5 |
| Central object segmentation by deep learning for fruits and other roundish objects | Aug 4, 2020 | Image SegmentationPosition | CodeCode Available | 0 | 5 |
| Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past | Mar 11, 2022 | regressionTime Series | CodeCode Available | 0 | 5 |
| Hyperparameter Tuning MLPs for Probabilistic Time Series Forecasting | Mar 7, 2024 | Hyperparameter OptimizationProbabilistic Time Series Forecasting | CodeCode Available | 0 | 5 |
| Hyperdimensional Vector Tsetlin Machines with Applications to Sequence Learning and Generation | Aug 29, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Identifying cross country skiing techniques using power meters in ski poles | Apr 23, 2019 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 | 5 |
| Arellano-Bond LASSO Estimator for Dynamic Linear Panel Models | Feb 1, 2024 | Time Series | CodeCode Available | 0 | 5 |
| A Remark on Concept Drift for Dependent Data | Dec 15, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Lossless compression with state space models using bits back coding | Mar 18, 2021 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |
| Causal Discovery from Time Series with Hybrids of Constraint-Based and Noise-Based Algorithms | Jun 14, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Adaptive Anomaly Detection in Chaotic Time Series with a Spatially Aware Echo State Network | Sep 2, 2019 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Anticipating dengue outbreaks using a novel hybrid ARIMA-ARNN model with exogenous variables | Dec 23, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation | May 23, 2019 | ImputationMachine Translation | CodeCode Available | 0 | 5 |
| Lyapunov-Guided Representation of Recurrent Neural Network Performance | Apr 11, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| M^2AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding | Apr 21, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Hybrid Quantum Neural Network Advantage for Radar-Based Drone Detection and Classification in Low Signal-to-Noise Ratio | Mar 4, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Identifying Elasticities in Autocorrelated Time Series Using Causal Graphs | Sep 23, 2024 | Time Seriesvalid | CodeCode Available | 0 | 5 |
| CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data | Feb 7, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Human in the Loop Adaptive Optimization for Improved Time Series Forecasting | May 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| CCMI : Classifier based Conditional Mutual Information Estimation | Jun 5, 2019 | feature selectionMutual Information Estimation | CodeCode Available | 0 | 5 |
| Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites | May 16, 2023 | ArticlesMisinformation | CodeCode Available | 0 | 5 |
| AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series | Sep 6, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems | Aug 26, 2020 | Anomaly DetectionC++ code | CodeCode Available | 0 | 5 |
| Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection | Feb 8, 2020 | Action DetectionActivity Recognition | CodeCode Available | 0 | 5 |
| TimeWak: Temporal Chained-Hashing Watermark for Time Series Data | Jun 6, 2025 | Time Series | CodeCode Available | 0 | 5 |
| Improving the forecast accuracy of wind power by leveraging multiple hierarchical structure | Aug 7, 2023 | Decision Makingregression | CodeCode Available | 0 | 5 |
| Human Activity Recognition using Multi-Head CNN followed by LSTM | Feb 21, 2020 | Activity RecognitionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Hybridizing Traditional and Next-Generation Reservoir Computing to Accurately and Efficiently Forecast Dynamical Systems | Mar 4, 2024 | Computational EfficiencyTime Series | CodeCode Available | 0 | 5 |
| Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series | Nov 4, 2021 | Data IntegrationDecoder | CodeCode Available | 0 | 5 |
| Homological Time Series Analysis of Sensor Signals from Power Plants | Jun 3, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Homotopy-based training of NeuralODEs for accurate dynamics discovery | Oct 4, 2022 | Time Series | CodeCode Available | 0 | 5 |
| Homological Neural Networks: A Sparse Architecture for Multivariate Complexity | Jun 27, 2023 | Deep LearningTime Series | CodeCode Available | 0 | 5 |
| HOUND: High-Order Universal Numerical Differentiator for a Parameter-free Polynomial Online Approximation | Oct 18, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Causal Patterns: Extraction of multiple causal relationships by Mixture of Probabilistic Partial Canonical Correlation Analysis | Dec 12, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data | Dec 13, 2024 | DecoderStock Market Prediction | CodeCode Available | 0 | 5 |
| HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps | Nov 13, 2022 | CPUTime Series | CodeCode Available | 0 | 5 |
| High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes | Oct 7, 2019 | Anomaly DetectionDemand Forecasting | CodeCode Available | 0 | 5 |
| Hierarchical Probabilistic Model for Blind Source Separation via Legendre Transformation | Sep 25, 2019 | blind source separationTime Series | CodeCode Available | 0 | 5 |
| Hiformer: Hybrid Frequency Feature Enhancement Inverted Transformer for Long-Term Wind Power Prediction | Oct 17, 2024 | PredictionTime Series | CodeCode Available | 0 | 5 |
| High dimensional regression for regenerative time-series: an application to road traffic modeling | Oct 24, 2019 | regressionTime Series | CodeCode Available | 0 | 5 |
| Causal Learning in Biomedical Applications: A Benchmark | Jun 21, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction | Jun 2, 2018 | PredictionTime Series | CodeCode Available | 0 | 5 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |