| High-dimensional Varying Index Coefficient Models via Stein's Identity | Oct 16, 2018 | parameter estimationVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| Approximate Message Passing with Parameter Estimation for Heavily Quantized Measurements | May 20, 2022 | Computational Efficiencyparameter estimation | CodeCode Available | 0 | 5 |
| Deep Global Generalized Gaussian Networks | Jun 1, 2019 | parameter estimationRolling Shutter Correction | CodeCode Available | 0 | 5 |
| DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks | Oct 2, 2018 | parameter estimation | CodeCode Available | 0 | 5 |
| A protocol for dynamic model calibration | May 25, 2021 | modelparameter estimation | CodeCode Available | 0 | 5 |
| Identifiable specializations for ODE models | Aug 30, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting | Oct 29, 2019 | parameter estimationSpatio-Temporal Forecasting | CodeCode Available | 0 | 5 |
| IMC-PINN-FE: A Physics-Informed Neural Network for Patient-Specific Left Ventricular Finite Element Modeling with Image Motion Consistency and Biomechanical Parameter Estimation | Jun 25, 2025 | parameter estimationSpecificity | CodeCode Available | 0 | 5 |
| Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI | Feb 28, 2019 | parameter estimation | CodeCode Available | 0 | 5 |
| A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport Ridership | Feb 16, 2024 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations | Feb 19, 2024 | parameter estimation | CodeCode Available | 0 | 5 |
| Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals | Nov 30, 2024 | Denoisingparameter estimation | CodeCode Available | 0 | 5 |
| Correlated Fluctuations in Luminosity Distance and the (Surprising) Importance of Peculiar Motion in Supernova Surveys | Dec 6, 2005 | parameter estimation | CodeCode Available | 0 | 5 |
| Instrument Space Selection for Kernel Maximum Moment Restriction | Jun 7, 2021 | parameter estimation | CodeCode Available | 0 | 5 |
| Adjustment for Confounding using Pre-Trained Representations | Jun 17, 2025 | parameter estimationTransfer Learning | CodeCode Available | 0 | 5 |
| Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference | Jan 7, 2025 | Density Estimationparameter estimation | CodeCode Available | 0 | 5 |
| Data-based stochastic modeling reveals sources of activity bursts in single-cell TGF-β signaling | Jul 25, 2021 | Computational EfficiencyNumerical Integration | CodeCode Available | 0 | 5 |
| Lagged Exact Bayesian Online Changepoint Detection with Parameter Estimation | Oct 9, 2017 | parameter estimation | CodeCode Available | 0 | 5 |
| Constrained or Unconstrained? Neural-Network-Based Equation Discovery from Data | May 30, 2024 | Equation Discoveryparameter estimation | CodeCode Available | 0 | 5 |
| A Simple Approximate Bayesian Inference Neural Surrogate for Stochastic Petri Net Models | Jul 14, 2025 | Bayesian InferenceEpidemiology | CodeCode Available | 0 | 5 |
| Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification | Mar 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Consistent and fast inference in compartmental models of epidemics using Poisson Approximate Likelihoods | May 26, 2022 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 | 5 |
| Data-driven modeling and parameter estimation of Nonlinear systems | May 31, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| Collaborative Nested Sampling: Big Data vs. complex physical models | Jul 14, 2017 | parameter estimation | CodeCode Available | 0 | 5 |
| Combined Invariant Subspace \& Frequency-Domain Subspace Method for Identification of Discrete-Time MIMO Linear Systems | Dec 12, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
