| Variational System Identification for Nonlinear State-Space Models | Dec 8, 2020 | parameter estimationState Space Models | —Unverified | 0 |
| Beyond 4D Tracking: Using Cluster Shapes for Track Seeding | Dec 8, 2020 | parameter estimation | —Unverified | 0 |
| Physics-Aware Gaussian Processes in Remote Sensing | Dec 7, 2020 | Bayesian OptimizationEarth Observation | —Unverified | 0 |
| Structural Identifiability of a Pseudo-2D Li-ion Battery Electrochemical Model | Dec 3, 2020 | parameter estimation | —Unverified | 0 |
| Estimation of Skill Distribution from a Tournament | Dec 1, 2020 | Density Estimationparameter estimation | —Unverified | 0 |
| Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning | Nov 28, 2020 | parameter estimationregression | —Unverified | 0 |
| Generative Learning of Heterogeneous Tail Dependence | Nov 26, 2020 | parameter estimation | —Unverified | 0 |
| Hyper-parameter estimation method with particle swarm optimization | Nov 24, 2020 | Bayesian Optimizationparameter estimation | —Unverified | 0 |
| Power Adaptation for Vector Parameter Estimation according to Fisher Information based Optimality Criteria | Nov 20, 2020 | parameter estimation | —Unverified | 0 |
| On Solar Photovoltaic Parameter Estimation: Global Optimality Analysis and a Simple Efficient Differential Evolution Method | Nov 16, 2020 | parameter estimation | CodeCode Available | 0 |
| Mobility Map Inference from Thermal Modeling of a Building | Nov 14, 2020 | Managementparameter estimation | —Unverified | 0 |
| Robust multi-stage model-based design of optimal experiments for nonlinear estimation | Nov 11, 2020 | parameter estimation | —Unverified | 0 |
| Characterizations of non-normalized discrete probability distributions and their application in statistics | Nov 9, 2020 | parameter estimation | —Unverified | 0 |
| Sparse time-varying parameter VECMs with an application to modeling electricity prices | Nov 9, 2020 | parameter estimation | —Unverified | 0 |
| Online power system parameter estimation and optimal operation | Nov 8, 2020 | parameter estimation | —Unverified | 0 |
| The Cost of Privacy in Generalized Linear Models: Algorithms and Minimax Lower Bounds | Nov 8, 2020 | LEMMAparameter estimation | —Unverified | 0 |
| Riemannian information gradient methods for the parameter estimation of ECD: Some applications in image processing | Nov 5, 2020 | Colorizationparameter estimation | —Unverified | 0 |
| Fisher Identifiability Analysis of Longitudinal Vehicle Dynamics | Nov 3, 2020 | parameter estimation | —Unverified | 0 |
| Leveraging Location Information for RIS-aided mmWave MIMO Communications | Oct 27, 2020 | parameter estimation | —Unverified | 0 |
| A Perspective on Machine Learning Methods in Turbulence Modelling | Oct 23, 2020 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Joint Blind Room Acoustic Characterization From Speech And Music Signals Using Convolutional Recurrent Neural Networks | Oct 21, 2020 | parameter estimationRoom Impulse Response (RIR) | —Unverified | 0 |
| Linear-Model-inspired Neural Network for Electromagnetic Inverse Scattering | Oct 20, 2020 | parameter estimation | —Unverified | 0 |
| Improving significance of binary black hole mergers in Advanced LIGO data using deep learning : Confirmation of GW151216 | Oct 16, 2020 | parameter estimationTransfer Learning | CodeCode Available | 0 |
| Measures of Model Risk in Continuous-time Finance Models | Oct 16, 2020 | parameter estimation | —Unverified | 0 |
| Theoretical bounds on estimation error for meta-learning | Oct 14, 2020 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Unified lower bounds for interactive high-dimensional estimation under information constraints | Oct 13, 2020 | parameter estimation | —Unverified | 0 |
| Real-time parameter inference in reduced-order flame models with heteroscedastic Bayesian neural network ensembles | Oct 11, 2020 | parameter estimation | —Unverified | 0 |
| Distributionally Robust Parametric Maximum Likelihood Estimation | Oct 11, 2020 | parameter estimation | CodeCode Available | 0 |
| State and parameter estimation from exact partial state observation in stochastic reaction networks | Oct 9, 2020 | parameter estimation | —Unverified | 0 |
| Parameter estimation in FACS-seq enables high-throughput characterization of phenotypic heterogeneity | Oct 7, 2020 | Diversityparameter estimation | —Unverified | 0 |
| Parameter Estimation using Neural Networks in the Presence of Detector Effects | Oct 7, 2020 | parameter estimation | CodeCode Available | 0 |
| Bayesian Feature Selection in Joint Quantile Time Series Analysis | Oct 4, 2020 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Empirical Low-Altitude Air-to-Ground Spatial Channel Characterization for Cellular Networks Connectivity | Oct 2, 2020 | parameter estimation | —Unverified | 0 |
| Hidden Markov models are recurrent neural networks: A disease progression modeling application | Sep 28, 2020 | parameter estimation | —Unverified | 0 |
| Targeted VAE: Structured Inference and Targeted Learning for Causal Parameter Estimation | Sep 28, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data | Sep 23, 2020 | Imputationparameter estimation | CodeCode Available | 0 |
| Efficient DWT-based fusion techniques using genetic algorithm for optimal parameter estimation | Sep 22, 2020 | parameter estimation | —Unverified | 0 |
| Hybrid Digital-Analog Beamforming and MIMO Radar with OTFS Modulation | Sep 17, 2020 | parameter estimation | —Unverified | 0 |
| Utilizing remote sensing data in forest inventory sampling via Bayesian optimization | Sep 17, 2020 | Bayesian Optimizationparameter estimation | —Unverified | 0 |
| Resource Allocation and Dithering of Bayesian Parameter Estimation Using Mixed-Resolution Data | Sep 17, 2020 | parameter estimationQuantization | —Unverified | 0 |
| Novel Parameter Estimation and Radar Detection Approaches for Multiple Point-like Targets: Designs and Comparisons | Sep 17, 2020 | parameter estimation | —Unverified | 0 |
| Novel and flexible parameter estimation methods for data-consistent inversion in mechanistic modeling | Sep 17, 2020 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Kernel-based parameter estimation of dynamical systems with unknown observation functions | Sep 9, 2020 | parameter estimation | —Unverified | 0 |
| Estimation of Structural Causal Model via Sparsely Mixing Independent Component Analysis | Sep 7, 2020 | parameter estimation | —Unverified | 0 |
| Example-based Color Transfer with Gaussian Mixture Modeling | Aug 31, 2020 | parameter estimation | —Unverified | 0 |
| A Data-driven Understanding of COVID-19 Dynamics Using Sequential Genetic Algorithm Based Probabilistic Cellular Automata | Aug 27, 2020 | parameter estimation | —Unverified | 0 |
| Variable selection for Gaussian process regression through a sparse projection | Aug 25, 2020 | parameter estimationregression | —Unverified | 0 |
| State Observation of LTV Systems with Delayed Measurements: A Parameter Estimation-based Approach | Aug 18, 2020 | parameter estimation | —Unverified | 0 |
| Reliable Uncertainties for Bayesian Neural Networks using Alpha-divergences | Aug 15, 2020 | parameter estimationregression | —Unverified | 0 |
| Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling | Aug 12, 2020 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |