| 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 |
| Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks | Aug 10, 2020 | Magnetic Resonance Fingerprintingparameter estimation | CodeCode Available | 0 |
| Network Inference from a Mixture of Diffusion Models for Fake News Mitigation | Aug 8, 2020 | parameter estimation | —Unverified | 0 |
| Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos | Aug 7, 2020 | parameter estimationStochastic Block Model | —Unverified | 0 |
| Adaptive Physics-Informed Neural Networks for Markov-Chain Monte Carlo | Aug 3, 2020 | parameter estimation | —Unverified | 0 |
| Identifying the measurements required to estimate rates of COVID-19 transmission, infection, and detection, using variational data assimilation | Jul 31, 2020 | parameter estimation | CodeCode Available | 0 |
| A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions | Jul 31, 2020 | Clusteringparameter estimation | —Unverified | 0 |
| Parameter estimation in dynamical systems via Statistical Learning: a reinterpretation of Approximate Bayesian Computation applied to COVID-19 spread | Jul 28, 2020 | parameter estimation | —Unverified | 0 |
| Scalable Bayesian estimation in the multinomial probit model | Jul 26, 2020 | modelparameter estimation | —Unverified | 0 |
| Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop | Jul 21, 2020 | parameter estimation | CodeCode Available | 1 |
| A new method for parameter estimation in probabilistic models: Minimum probability flow | Jul 17, 2020 | parameter estimation | CodeCode Available | 1 |
| Robust Identifiability in Linear Structural Equation Models of Causal Inference | Jul 14, 2020 | Causal Inferenceparameter estimation | —Unverified | 0 |
| Deep composition of tensor-trains using squared inverse Rosenblatt transports | Jul 14, 2020 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| Channel Parameter Estimation for Millimeter-Wave Cellular Systems with Hybrid Beamforming | Jul 13, 2020 | parameter estimation | —Unverified | 0 |
| Efficient Parameter Estimation of Truncated Boolean Product Distributions | Jul 5, 2020 | parameter estimation | —Unverified | 0 |
| Mechanism underlying dynamic scaling properties observed in the contour of spreading epithelial monolayer | Jul 3, 2020 | parameter estimation | —Unverified | 0 |
| Image Processing and Quality Control for Abdominal Magnetic Resonance Imaging in the UK Biobank | Jul 2, 2020 | parameter estimation | CodeCode Available | 1 |
| ADD: Analytically Differentiable Dynamics for Multi-Body Systems with Frictional Contact | Jul 2, 2020 | Motion Planningparameter estimation | CodeCode Available | 1 |
| Can Global Optimization Strategy Outperform Myopic Strategy for Bayesian Parameter Estimation? | Jul 1, 2020 | global-optimizationparameter estimation | —Unverified | 0 |
| Unsupervised Learning Consensus Model for Dynamic Texture Videos Segmentation | Jun 29, 2020 | parameter estimationSegmentation | —Unverified | 0 |
| Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon | Jun 27, 2020 | parameter estimationReinforcement Learning (RL) | —Unverified | 0 |
| Covariance-engaged Classification of Sets via Linear Programming | Jun 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems | Jun 25, 2020 | parameter estimationregression | —Unverified | 0 |
| Accurate Parameter Estimation for Risk-aware Autonomous Systems | Jun 23, 2020 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| A Dynamical Systems Approach for Convergence of the Bayesian EM Algorithm | Jun 23, 2020 | parameter estimation | —Unverified | 0 |
