| 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 |
| Localized Neural Network Modelling of Time Series: A Case Study on US Monetary Policy | Jun 8, 2023 | Time Seriesvalid | —Unverified | 0 |
| Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models | May 18, 2023 | regressionTime Series | —Unverified | 0 |
| Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization | May 7, 2023 | regressionVariable Selection | —Unverified | 0 |
| Sparsifying Bayesian neural networks with latent binary variables and normalizing flows | May 5, 2023 | Machine TranslationVariable Selection | CodeCode Available | 0 |
| Slow Kill for Big Data Learning | May 2, 2023 | parameter estimationVariable Selection | —Unverified | 0 |
| System Identification with Copula Entropy | Apr 23, 2023 | Variable Selection | CodeCode Available | 0 |
| The Adaptive τ-Lasso: Robustness and Oracle Properties | Apr 18, 2023 | regressionVariable Selection | —Unverified | 0 |
| DiscoVars: A New Data Analysis Perspective -- Application in Variable Selection for Clustering | Apr 8, 2023 | ClusteringVariable Selection | —Unverified | 0 |
