| Energy-Efficient Distributed Learning Algorithms for Coarsely Quantized Signals | Jan 13, 2021 | parameter estimationQuantization | —Unverified | 0 |
| Detecting seasonal episodic-like spatiotemporal memory patterns using animal movement modelling | Jan 11, 2021 | Model Selectionparameter estimation | —Unverified | 0 |
| Learning from Satisfying Assignments Using Risk Minimization | Jan 10, 2021 | parameter estimation | —Unverified | 0 |
| A Stochastic Lomax Diffusion Process: Statistical Inference and Application | Jan 5, 2021 | parameter estimation | CodeCode Available | 0 |
| Single-preparation unsupervised quantum machine learning: concepts and applications | Jan 5, 2021 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Objects As Cameras: Estimating High-Frequency Illumination From Shadows | Jan 1, 2021 | HallucinationObject | —Unverified | 0 |
| Using MMD GANs to correct physics models and improve Bayesian parameter estimation | Jan 1, 2021 | parameter estimation | —Unverified | 0 |
| Universal Adaptive Control of Nonlinear Systems | Dec 31, 2020 | Motion Planningparameter estimation | —Unverified | 0 |
| Fast covariance parameter estimation of spatial Gaussian process models using neural networks | Dec 30, 2020 | DescriptiveGaussian Processes | CodeCode Available | 0 |
| Minimum Excess Risk in Bayesian Learning | Dec 29, 2020 | Binary Classificationparameter estimation | —Unverified | 0 |
| APIK: Active Physics-Informed Kriging Model with Partial Differential Equations | Dec 22, 2020 | parameter estimation | —Unverified | 0 |
| Study of Energy-Efficient Distributed RLS-based Learning with Coarsely Quantized Signals | Dec 20, 2020 | parameter estimationQuantization | —Unverified | 0 |
| Memory AMP | Dec 20, 2020 | Denoisingparameter estimation | CodeCode Available | 1 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 |
| Forward-backward kernel-based state and parameter estimation for linear systems of arbitrary order | Dec 16, 2020 | parameter estimationregression | —Unverified | 0 |
| Robust Factorization Methods Using a Gaussian/Uniform Mixture Model | Dec 15, 2020 | Clusteringparameter estimation | —Unverified | 0 |
| Variational State and Parameter Estimation | Dec 14, 2020 | parameter estimationState Space Models | —Unverified | 0 |
| Small Covers for Near-Zero Sets of Polynomials and Learning Latent Variable Models | Dec 14, 2020 | PAC learningparameter estimation | —Unverified | 0 |
| Parameter Estimation with Dense and Convolutional Neural Networks Applied to the FitzHugh-Nagumo ODE | Dec 12, 2020 | parameter estimationTime Series Analysis | CodeCode Available | 0 |
| Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference | Dec 9, 2020 | Causal InferenceGaussian Processes | —Unverified | 0 |
| 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 |
| Guitar Effects Recognition and Parameter Estimation with Convolutional Neural Networks | Dec 6, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| A User's Guide to Calibrating Robotics Simulators | Nov 17, 2020 | Decision Makingparameter estimation | CodeCode Available | 1 |
| LUCIDGames: onLine UnsCented Inverse Dynamic Games forAdaptive Trajectory Prediction and Planning | Nov 16, 2020 | Autonomous Drivingparameter estimation | CodeCode Available | 1 |
| 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 |
| Sparse time-varying parameter VECMs with an application to modeling electricity prices | Nov 9, 2020 | parameter estimation | —Unverified | 0 |
| Characterizations of non-normalized discrete probability distributions and their application in statistics | 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 |
| Noise-Contrastive Estimation for Multivariate Point Processes | Nov 2, 2020 | parameter estimationPoint Processes | CodeCode Available | 1 |
| Wide-angle Image Rectification: A Survey | Oct 30, 2020 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 |
| 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 |
| Measures of Model Risk in Continuous-time Finance Models | Oct 16, 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 |
| Theoretical bounds on estimation error for meta-learning | Oct 14, 2020 | Few-Shot LearningMeta-Learning | —Unverified | 0 |