| 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 |
| On Parameter Estimation in Unobserved Components Models subject to Linear Inequality Constraints | Oct 23, 2021 | parameter estimation | —Unverified | 0 |
| Ambiguities in Direction-of-Arrival Estimation with Linear Arrays | Oct 20, 2021 | Direction of Arrival Estimationparameter estimation | —Unverified | 0 |
| Introduction to data assimilation for parameter estimation | Oct 18, 2021 | parameter estimation | —Unverified | 0 |
| A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-box Design Problems | Oct 16, 2021 | Bayesian OptimizationModel Selection | —Unverified | 0 |
| A neural simulation-based inference approach for characterizing the Galactic Center γ-ray excess | Oct 13, 2021 | Density Estimationparameter estimation | CodeCode Available | 0 |
| On the Parameter Combinations That Matter and on Those That do Not | Oct 13, 2021 | parameter estimation | —Unverified | 0 |
| Generalized Time Domain Velocity Vector | Oct 12, 2021 | parameter estimation | —Unverified | 0 |
| Method to Build Equivalent Models of Microgrids for RMS Dynamic Simulation of Power Systems | Oct 12, 2021 | parameter estimationSensitivity | —Unverified | 0 |
| Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models | Oct 12, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| An Efficient Deep Learning Model for Automatic Modulation Recognition Based on Parameter Estimation and Transformation | Oct 11, 2021 | Automatic Modulation RecognitionIntelligent Communication | CodeCode Available | 1 |
| Harnessing Unlabeled Data to Improve Generalization of Biometric Gender and Age Classifiers | Oct 9, 2021 | Age ClassificationDeep Learning | —Unverified | 0 |
| SWAT Watershed Model Calibration using Deep Learning | Oct 6, 2021 | Deep Learningmodel | —Unverified | 0 |
| Scale-invariant Learning by Physics Inversion | Sep 30, 2021 | BIG-bench Machine Learningparameter estimation | CodeCode Available | 2 |
| Psychological dimension of adaptive trading in cryptocurrency markets | Sep 24, 2021 | parameter estimation | —Unverified | 0 |
| On the parametrization of epidemiologic models -- lessons from modelling COVID-19 epidemic | Sep 23, 2021 | parameter estimation | —Unverified | 0 |
| Deep Learning-Based Estimation and Goodness-of-Fit for Large-Scale Confirmatory Item Factor Analysis | Sep 20, 2021 | parameter estimation | CodeCode Available | 0 |
| Sharp global convergence guarantees for iterative nonconvex optimization: A Gaussian process perspective | Sep 20, 2021 | parameter estimationRetrieval | CodeCode Available | 0 |
| Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys | Sep 15, 2021 | Anatomycompressed sensing | —Unverified | 0 |
| Data-Driven Theory-guided Learning of Partial Differential Equations using SimultaNeous Basis Function Approximation and Parameter Estimation (SNAPE) | Sep 14, 2021 | parameter estimation | —Unverified | 0 |
| Differentiable Physics: A Position Piece | Sep 14, 2021 | parameter estimationPosition | —Unverified | 0 |
| Vision-based system identification and 3D keypoint discovery using dynamics constraints | Sep 13, 2021 | Camera Calibrationparameter estimation | —Unverified | 0 |
| Mesh convolutional neural networks for wall shear stress estimation in 3D artery models | Sep 10, 2021 | parameter estimation | CodeCode Available | 1 |
| Popularity Adjusted Block Models are Generalized Random Dot Product Graphs | Sep 9, 2021 | ClusteringCommunity Detection | CodeCode Available | 0 |
| AdjointNet: Constraining machine learning models with physics-based codes | Sep 8, 2021 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Combining data assimilation and machine learning to estimate parameters of a convective-scale model | Sep 7, 2021 | parameter estimation | —Unverified | 0 |