| Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models | Oct 12, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Method to Build Equivalent Models of Microgrids for RMS Dynamic Simulation of Power Systems | Oct 12, 2021 | parameter estimationSensitivity | —Unverified | 0 |
| Generalized Time Domain Velocity Vector | Oct 12, 2021 | parameter estimation | —Unverified | 0 |
| 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 |
| 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 |
| Differentiable Physics: A Position Piece | Sep 14, 2021 | parameter estimationPosition | —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 |
| Vision-based system identification and 3D keypoint discovery using dynamics constraints | Sep 13, 2021 | Camera Calibrationparameter estimation | —Unverified | 0 |
| 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 |
| Online Learning of Independent Cascade Models with Node-level Feedback | Sep 6, 2021 | parameter estimation | —Unverified | 0 |
| Large-Scale System Identification Using a Randomized SVD | Sep 6, 2021 | parameter estimation | —Unverified | 0 |
| Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing | Aug 25, 2021 | Image Dehazingparameter estimation | —Unverified | 0 |
| Composite Adaptive Control for Anti-Unwinding Attitude Maneuvers: An Exponential Stability Result Without Persistent Excitation | Aug 23, 2021 | parameter estimation | —Unverified | 0 |
| Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition | Aug 22, 2021 | Discrete Choice Modelsparameter estimation | —Unverified | 0 |
| Identifiability Implies Robust, Globally Exponentially Convergent On-line Parameter Estimation: Application to Model Reference Adaptive Control | Aug 19, 2021 | parameter estimationregression | —Unverified | 0 |
| Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank | Aug 19, 2021 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Data-driven Modeling for Distribution Grids Under Partial Observability | Aug 18, 2021 | Decision Makingparameter estimation | —Unverified | 0 |
| Bayesian Parameter Estimations for Grey System Models in Online Traffic Speed Predictions | Aug 15, 2021 | parameter estimation | —Unverified | 0 |