| BSD: a Bayesian framework for parametric models of neural spectra | Oct 28, 2024 | Bayesian InferenceEEG | CodeCode Available | 2 |
| Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows | Oct 28, 2024 | CPUGPU | —Unverified | 0 |
| Dynamics as Prompts: In-Context Learning for Sim-to-Real System Identifications | Oct 27, 2024 | In-Context LearningObject | —Unverified | 0 |
| The D-Subspace Algorithm for Online Learning over Distributed Networks | Oct 26, 2024 | parameter estimation | —Unverified | 0 |
| Vehicle Dynamics Parameter Estimation Methodology for Virtual Automated Driving Testing | Oct 23, 2024 | parameter estimation | CodeCode Available | 1 |
| Modelling financial returns with mixtures of generalized normal distributions | Oct 21, 2024 | Financial Analysisparameter estimation | —Unverified | 0 |
| ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification | Oct 21, 2024 | global-optimizationparameter estimation | —Unverified | 0 |
| Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span | Oct 19, 2024 | parameter estimation | —Unverified | 0 |
| Fundamental Limits of Pulse Based UWB ISAC Systems: A Parameter Estimation Perspective | Oct 17, 2024 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Modeling Platelet P2Y_1/_12 Pathway to Integrin Activation | Oct 16, 2024 | parameter estimation | —Unverified | 0 |
| 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 |
| 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 |
| Robust identifiability for symbolic recovery of differential equations | Oct 13, 2024 | parameter estimation | CodeCode Available | 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 |
| Integrating Physics-Informed Deep Learning and Numerical Methods for Robust Dynamics Discovery and Parameter Estimation | Oct 5, 2024 | parameter estimation | —Unverified | 0 |
| Parameter Estimation of Long Memory Stochastic Processes with Deep Neural Networks | Oct 3, 2024 | parameter estimation | CodeCode Available | 0 |
| Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts | Oct 3, 2024 | Mixture-of-Expertsparameter estimation | CodeCode Available | 0 |
| Response Estimation and System Identification of Dynamical Systems via Physics-Informed Neural Networks | Oct 2, 2024 | parameter estimationState Estimation | CodeCode Available | 1 |
| Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems | Oct 2, 2024 | parameter estimation | CodeCode Available | 1 |