| Adaptive and Stratified Subsampling Techniques for High Dimensional Non-Standard Data Environments | Oct 16, 2024 | parameter estimation | —Unverified | 0 |
| Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts | Oct 16, 2024 | Mixture-of-Expertsparameter estimation | —Unverified | 0 |
| Quadratic Gating Functions in Mixture of Experts: A Statistical Insight | Oct 15, 2024 | Computational EfficiencyMixture-of-Experts | —Unverified | 0 |
| A Two-Stage Federated Learning Approach for Industrial Prognostics Using Large-Scale High-Dimensional Signals | Oct 14, 2024 | Dimensionality ReductionFederated Learning | —Unverified | 0 |
| Combinatorial Multi-armed Bandits: Arm Selection via Group Testing | Oct 14, 2024 | Multi-Armed Banditsparameter estimation | —Unverified | 0 |
| Robust identifiability for symbolic recovery of differential equations | Oct 13, 2024 | parameter estimation | CodeCode Available | 0 |
| Physics-informed AI and ML-based sparse system identification algorithm for discovery of PDE's representing nonlinear dynamic systems | Oct 13, 2024 | DenoisingEquation Discovery | —Unverified | 0 |
| Fitting the seven-parameter Generalized Tempered Stable distribution to the financial data | Oct 10, 2024 | parameter estimation | —Unverified | 0 |
| Minimax Hypothesis Testing for the Bradley-Terry-Luce Model | Oct 10, 2024 | parameter estimation | —Unverified | 0 |
| State Observer for the Fourth-order Model of a Salient Pole Synchronous Generator with Stator Losses: Known and Partially Unknown Input Cases | Oct 7, 2024 | parameter estimationState Estimation | —Unverified | 0 |
