| 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 |
| Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank | Aug 19, 2021 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Identifiability Implies Robust, Globally Exponentially Convergent On-line Parameter Estimation: Application to Model Reference Adaptive Control | Aug 19, 2021 | parameter estimationregression | —Unverified | 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 |
| A reduced-order modeling framework for simulating signatures of faults in a bladed disk | Aug 13, 2021 | Fault Detectionparameter estimation | —Unverified | 0 |
| Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP | Aug 10, 2021 | ARCparameter estimation | CodeCode Available | 0 |
| Fully Modified Least Squares Cointegrating Parameter Estimation in Multicointegrated Systems | Aug 7, 2021 | parameter estimation | —Unverified | 0 |
| On the Parameter Estimation in the Schwartz-Smiths Two-Factor Model | Aug 4, 2021 | parameter estimationVocal Bursts Valence Prediction | —Unverified | 0 |
| Application of Tilt Correlation Statistics to Anisoplanatic Optical Turbulence Modeling and Mitigation | Aug 1, 2021 | Image Registrationparameter estimation | —Unverified | 0 |
| Physics-Informed Machine Learning Method for Large-Scale Data Assimilation Problems | Jul 30, 2021 | BIG-bench Machine Learningparameter estimation | CodeCode Available | 0 |
| A guided edge-aware smoothing-sharpening filter based on patch interpolation model and generalized Gamma distribution | Jul 30, 2021 | Image Enhancementparameter estimation | CodeCode Available | 1 |
| Contemporary Symbolic Regression Methods and their Relative Performance | Jul 29, 2021 | Benchmarkingparameter estimation | CodeCode Available | 1 |
| Neural Networks for Parameter Estimation in Intractable Models | Jul 29, 2021 | Deep Learningparameter estimation | —Unverified | 0 |
| Blind Room Parameter Estimation Using Multiple-Multichannel Speech Recordings | Jul 29, 2021 | parameter estimationSpeech Dereverberation | CodeCode Available | 1 |
| Inferring bias and uncertainty in camera calibration | Jul 28, 2021 | Bias DetectionCamera Calibration | —Unverified | 0 |
| Data-based stochastic modeling reveals sources of activity bursts in single-cell TGF-β signaling | Jul 25, 2021 | Computational EfficiencyNumerical Integration | CodeCode Available | 0 |
| A Survey of Monte Carlo Methods for Parameter Estimation | Jul 25, 2021 | parameter estimationSurvey | —Unverified | 0 |
| State, global and local parameter estimation using local ensemble Kalman filters: applications to online machine learning of chaotic dynamics | Jul 23, 2021 | parameter estimation | —Unverified | 0 |
| UAV-aided Radio Map Construction Exploiting Environment Semantics | Jul 22, 2021 | parameter estimation | —Unverified | 0 |
| Solving inverse problems with deep neural networks driven by sparse signal decomposition in a physics-based dictionary | Jul 16, 2021 | parameter estimation | —Unverified | 0 |
