| Sparse Deep Learning for Time Series Data: Theory and Applications | Oct 5, 2023 | Deep LearningModel Compression | —Unverified | 0 |
| Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regression | Sep 15, 2023 | Prediction Intervalsregression | CodeCode Available | 0 |
| Effect of hyperparameters on variable selection in random forests | Sep 13, 2023 | SensitivityVariable Selection | CodeCode Available | 0 |
| Identifying spatial interdependence in panel data with large N and small T | Sep 7, 2023 | Variable Selection | —Unverified | 0 |
| Neural lasso: a unifying approach of lasso and neural networks | Sep 7, 2023 | parameter estimationVariable Selection | —Unverified | 0 |
| SharpSAT-TD in Model Counting Competitions 2021-2023 | Aug 30, 2023 | modelVariable Selection | CodeCode Available | 1 |
| Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic Perspective | Aug 30, 2023 | Variable Selection | CodeCode Available | 0 |
| Small Area Estimation with Random Forests and the LASSO | Aug 29, 2023 | Variable Selection | —Unverified | 0 |
| Systematic reduction of Hyperspectral Images for high-throughput Plastic Characterization | Aug 28, 2023 | ManagementVariable Selection | —Unverified | 0 |
| Spectral information criterion for automatic elbow detection | Aug 17, 2023 | Variable Selection | —Unverified | 0 |
| Nonlinear Permuted Granger Causality | Aug 11, 2023 | Causal InferenceFunctional Connectivity | —Unverified | 0 |
| Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique | Aug 1, 2023 | Computational EfficiencyVariable Selection | —Unverified | 0 |
| An Efficient Shapley Value Computation for the Naive Bayes Classifier | Jul 31, 2023 | Variable Selection | —Unverified | 0 |
| VolTS: A Volatility-based Trading System to forecast Stock Markets Trend using Statistics and Machine Learning | Jul 25, 2023 | Variable Selection | —Unverified | 0 |
| Stochastic Step-wise Feature Selection for Exponential Random Graph Models (ERGMs) | Jul 24, 2023 | feature selectionVariable Selection | —Unverified | 0 |
| Poverty rate prediction using multi-modal survey and earth observation data | Jul 21, 2023 | Earth ObservationSurvey | —Unverified | 0 |
| Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives | Jul 18, 2023 | Variable Selection | —Unverified | 0 |
| On Sufficient Graphical Models | Jul 10, 2023 | Dimensionality ReductionVariable Selection | —Unverified | 0 |
| Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies | Jul 7, 2023 | Time SeriesVariable Selection | —Unverified | 0 |
| Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data | Jul 7, 2023 | Multimodal Deep LearningPrognosis | CodeCode Available | 0 |
| Learning to Branch in Combinatorial Optimization with Graph Pointer Networks | Jul 4, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Scalable variable selection for two-view learning tasks with projection operators | Jul 4, 2023 | Variable Selection | CodeCode Available | 0 |
| Structured Learning in Time-dependent Cox Models | Jun 21, 2023 | Survival AnalysisVariable Selection | CodeCode Available | 0 |
| Harnessing the Potential of Volatility: Advancing GDP Prediction | Jun 18, 2023 | PredictionVariable Selection | —Unverified | 0 |
| TreeDQN: Learning to minimize Branch-and-Bound tree | Jun 9, 2023 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 0 |
