| Accurate parameter estimation using scan-specific unsupervised deep learning for relaxometry and MR fingerprinting | Dec 7, 2021 | parameter estimation | —Unverified | 0 |
| Posterior Cramer-Rao Lower Bound based Adaptive State Estimation for Option Price Forecasting | Dec 6, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Bayes in Wonderland! Predictive supervised classification inference hits unpredictability | Dec 3, 2021 | Classificationparameter estimation | CodeCode Available | 0 |
| High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features | Dec 2, 2021 | Diagnosticparameter estimation | —Unverified | 0 |
| A generative nonparametric Bayesian model for whole genomes | Dec 1, 2021 | Density Estimationmodel | CodeCode Available | 1 |
| Learning to Select Exogenous Events for Marked Temporal Point Process | Dec 1, 2021 | parameter estimationPoint Processes | —Unverified | 0 |
| Optimality of variational inference for stochasticblock model with missing links | Dec 1, 2021 | parameter estimationStochastic Block Model | —Unverified | 0 |
| How to quantify fields or textures? A guide to the scattering transform | Nov 30, 2021 | parameter estimation | —Unverified | 0 |
| China's Easily Overlooked Monetary Transmission Mechanism: Monetary Reservoir | Nov 30, 2021 | parameter estimation | CodeCode Available | 0 |
| Optimal Tracking Control for Unknown Linear Systems with Finite-Time Parameter Estimation | Nov 27, 2021 | parameter estimation | —Unverified | 0 |
| Robust Adaptive Safety-Critical Control for Unknown Systems with Finite-Time Element-Wise Parameter Estimation | Nov 27, 2021 | parameter estimation | —Unverified | 0 |
| Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data | Nov 25, 2021 | BIG-bench Machine LearningNormalising Flows | CodeCode Available | 0 |
| Non-parametric model-based estimation of the effective reproduction number for SARS-CoV-2 | Nov 18, 2021 | parameter estimation | —Unverified | 0 |
| GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation | Nov 17, 2021 | parameter estimationTime Series | —Unverified | 0 |
| Performance bounds of adaptive MPC with bounded parameter uncertainties | Nov 15, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Fault Diagnosis of Nonlinear Systems Using a Hybrid-Degree Dual Cubature-based Estimation Scheme | Nov 13, 2021 | DiagnosticFault Detection | —Unverified | 0 |
| Exponential GARCH-Ito Volatility Models | Nov 8, 2021 | parameter estimation | —Unverified | 0 |
| Adaptive observers for biophysical neuronal circuits | Nov 3, 2021 | parameter estimation | CodeCode Available | 0 |
| Bayesian Optimal Experimental Design for Simulator Models of Cognition | Oct 29, 2021 | Experimental Designparameter estimation | —Unverified | 0 |
| A Computationally Efficient Method for Learning Exponential Family Distributions | Oct 28, 2021 | parameter estimation | —Unverified | 0 |
| Locally Differentially Private Bayesian Inference | Oct 27, 2021 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| IRS-Aided Radar: Enhanced Target Parameter Estimation via Intelligent Reflecting Surfaces | Oct 25, 2021 | parameter estimation | —Unverified | 0 |
| Optimal Model Averaging: Towards Personalized Collaborative Learning | Oct 25, 2021 | Federated Learningmodel | —Unverified | 0 |
| Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data | Oct 25, 2021 | parameter estimation | —Unverified | 0 |
| An efficient estimation of time-varying parameters of dynamic models by combining offline batch optimization and online data assimilation | Oct 24, 2021 | parameter estimation | —Unverified | 0 |
