| Prospects and limits of SIR-type Mathematical Models to Capture the COVID-19 Pandemic | Apr 13, 2020 | parameter estimation | —Unverified | 0 |
| Robust estimation with Lasso when outputs are adversarially contaminated | Apr 13, 2020 | parameter estimation | —Unverified | 0 |
| Supervised Learning Based Online Tracking Filters: An XGBoost Implementation | Apr 10, 2020 | parameter estimation | —Unverified | 0 |
| CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation | Apr 5, 2020 | Cardiac SegmentationImage Segmentation | —Unverified | 0 |
| Forward-looking persistent excitation in model predictive control | Apr 3, 2020 | modelModel Predictive Control | —Unverified | 0 |
| Convex Parameter Recovery for Interacting Marked Processes | Mar 29, 2020 | parameter estimationPoint Processes | —Unverified | 0 |
| Robustness Analysis of the Data-Selective Volterra NLMS Algorithm | Mar 25, 2020 | parameter estimation | —Unverified | 0 |
| Adaptive Cooperative Tracking and Parameter Estimation of an Uncertain Leader over General Directed Graphs | Mar 24, 2020 | parameter estimation | —Unverified | 0 |
| Experimental Investigation of Frequency Domain Channel Extrapolation in Massive MIMO Systems for Zero-Feedback FDD | Mar 24, 2020 | parameter estimation | —Unverified | 0 |
| Online stochastic gradient descent on non-convex losses from high-dimensional inference | Mar 23, 2020 | General Classificationparameter estimation | —Unverified | 0 |
| Sequential Bayesian Experimental Design for Implicit Models via Mutual Information | Mar 20, 2020 | Bayesian OptimisationDecision Making | CodeCode Available | 0 |
| Brain tumor segmentation with missing modalities via latent multi-source correlation representation | Mar 19, 2020 | Brain Tumor Segmentationparameter estimation | —Unverified | 0 |
| Deep connections between learning from limited labels & physical parameter estimation -- inspiration for regularization | Mar 17, 2020 | parameter estimation | —Unverified | 0 |
| Cooperative Object Detection and Parameter Estimation Using Visible Light Communications | Mar 17, 2020 | Objectobject-detection | —Unverified | 0 |
| Estimating Basis Functions in Massive Fields under the Spatial Mixed Effects Model | Mar 12, 2020 | parameter estimation | —Unverified | 0 |
| An Hybrid Method for the Estimation of the Breast Mechanical Parameters | Mar 9, 2020 | parameter estimation | —Unverified | 0 |
| A Comparative Study on Parameter Estimation in Software Reliability Modeling using Swarm Intelligence | Mar 8, 2020 | parameter estimation | —Unverified | 0 |
| Neural-Network Heuristics for Adaptive Bayesian Quantum Estimation | Mar 4, 2020 | parameter estimationReinforcement Learning | —Unverified | 0 |
| Generic Unsupervised Optimization for a Latent Variable Model With Exponential Family Observables | Mar 4, 2020 | Denoisingparameter estimation | CodeCode Available | 0 |
| Transformation Importance with Applications to Cosmology | Mar 4, 2020 | parameter estimationscientific discovery | CodeCode Available | 0 |
| The statistical physics of discovering exogenous and endogenous factors in a chain of events | Mar 2, 2020 | parameter estimationTime Series | —Unverified | 0 |
| First Order Methods take Exponential Time to Converge to Global Minimizers of Non-Convex Functions | Feb 28, 2020 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Supervised Enhanced Soft Subspace Clustering (SESSC) for TSK Fuzzy Classifiers | Feb 27, 2020 | Clusteringparameter estimation | CodeCode Available | 0 |
| Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees | Feb 25, 2020 | Federated Learningparameter estimation | —Unverified | 0 |
| Causal Strategic Linear Regression | Feb 24, 2020 | Decision Makingparameter estimation | —Unverified | 0 |
| Feedback Identification of conductance-based models | Feb 22, 2020 | parameter estimation | —Unverified | 0 |
| Kernel Conditional Moment Test via Maximum Moment Restriction | Feb 21, 2020 | parameter estimationTwo-sample testing | CodeCode Available | 0 |
| Using Deep Learning to Improve Ensemble Smoother: Applications to Subsurface Characterization | Feb 21, 2020 | parameter estimationState Estimation | —Unverified | 0 |
| Object 6D Pose Estimation with Non-local Attention | Feb 20, 2020 | 6D Pose EstimationObject | —Unverified | 0 |
| Observational nonidentifiability, generalized likelihood and free energy | Feb 18, 2020 | parameter estimation | —Unverified | 0 |
| Online Parameter Estimation for Safety-Critical Systems with Gaussian Processes | Feb 18, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Gravitational-wave parameter estimation with autoregressive neural network flows | Feb 18, 2020 | parameter estimation | —Unverified | 0 |
| How to 0wn NAS in Your Spare Time | Feb 17, 2020 | CPUDeep Learning | CodeCode Available | 0 |
| Online Covariance Matrix Estimation in Stochastic Gradient Descent | Feb 10, 2020 | parameter estimationvalid | —Unverified | 0 |
| The EM Algorithm gives Sample-Optimality for Learning Mixtures of Well-Separated Gaussians | Feb 2, 2020 | parameter estimation | —Unverified | 0 |
| Stable Prediction with Model Misspecification and Agnostic Distribution Shift | Jan 31, 2020 | parameter estimationPrediction | —Unverified | 0 |
| Bayesian Parameter Estimation Applied to the Li-ion Battery Single Particle Model with Electrolyte Dynamics | Jan 27, 2020 | parameter estimation | —Unverified | 0 |
| Simultaneous Localization and Parameter Estimation for Single Particle Tracking via Sigma Points based EM | Jan 22, 2020 | parameter estimation | —Unverified | 0 |
| Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics | Jan 22, 2020 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Algebraic and Analytic Approaches for Parameter Learning in Mixture Models | Jan 19, 2020 | parameter estimation | —Unverified | 0 |
| Terrain estimation via vehicle vibration measurement and cubature Kalman filtering | Jan 15, 2020 | parameter estimationTerrain Estimation | —Unverified | 0 |
| Parameter identifiability of a respiratory mechanics model in an idealized preterm infant | Jan 15, 2020 | parameter estimationSensitivity | —Unverified | 0 |
| A Method for Estimating Reflectance map and Material using Deep Learning with Synthetic Dataset | Jan 15, 2020 | Generative Adversarial Networkparameter estimation | —Unverified | 0 |
| Unbiased and Efficient Log-Likelihood Estimation with Inverse Binomial Sampling | Jan 12, 2020 | parameter estimation | CodeCode Available | 0 |
| Stochastic Local Interaction Model: Geostatistics without Kriging | Jan 7, 2020 | modelparameter estimation | —Unverified | 0 |
| A Flexible Latent Space Model for Multilayer Networks | Jan 1, 2020 | modelparameter estimation | —Unverified | 0 |
| Inverses of Matern Covariances on Grids | Dec 26, 2019 | parameter estimation | —Unverified | 0 |
| Category-Level Articulated Object Pose Estimation | Dec 26, 2019 | Objectparameter estimation | CodeCode Available | 0 |
| MM for Penalized Estimation | Dec 23, 2019 | parameter estimationVariable Selection | —Unverified | 0 |
| Effect of Pixelation on the Parameter Estimation of Single Molecule Trajectories | Dec 16, 2019 | parameter estimation | —Unverified | 0 |