| Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting | Oct 29, 2019 | parameter estimationSpatio-Temporal Forecasting | CodeCode Available | 0 | 5 |
| Effective parameter estimation methods for an ExcitNet model in generative text-to-speech systems | May 21, 2019 | parameter estimationSpeech Synthesis | CodeCode Available | 0 | 5 |
| Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks | Dec 16, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 0 | 5 |
| Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference | Jan 7, 2025 | Density Estimationparameter estimation | CodeCode Available | 0 | 5 |
| Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling | Dec 31, 2021 | Discrete Choice Modelsparameter estimation | CodeCode Available | 0 | 5 |
| Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification | Mar 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Fenrir: Physics-Enhanced Regression for Initial Value Problems | Feb 2, 2022 | Numerical Integrationparameter 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 |
| Bi-Level optimization for parameter estimation of differential equations using interpolation | May 31, 2025 | Model Discoveryparameter estimation | 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 |
| A Mixture of Matrix Variate Bilinear Factor Analyzers | Dec 22, 2017 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Constrained or Unconstrained? Neural-Network-Based Equation Discovery from Data | May 30, 2024 | Equation Discoveryparameter estimation | CodeCode Available | 0 | 5 |
| Gaussian process regression and conditional Karhunen-Loéve models for data assimilation in inverse problems | Jan 26, 2023 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Conditionally Strongly Log-Concave Generative Models | May 31, 2023 | Memorizationparameter estimation | CodeCode Available | 0 | 5 |
| Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation | May 11, 2022 | parameter estimationQuantitative MRI | CodeCode Available | 0 | 5 |
| Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower Bounds | May 10, 2021 | EpidemiologyExperimental Design | CodeCode Available | 0 | 5 |
| A Method of Moments for Mixture Models and Hidden Markov Models | Mar 3, 2012 | parameter estimation | CodeCode Available | 0 | 5 |
| Collaborative Nested Sampling: Big Data vs. complex physical models | Jul 14, 2017 | parameter estimation | CodeCode Available | 0 | 5 |
| Characterisation of Anti-Arrhythmic Drug Effects on Cardiac Electrophysiology using Physics-Informed Neural Networks | Mar 13, 2024 | parameter estimation | CodeCode Available | 0 | 5 |
| Cellular Automaton With CNN | Mar 4, 2025 | parameter estimation | CodeCode Available | 0 | 5 |
| China's Easily Overlooked Monetary Transmission Mechanism: Monetary Reservoir | Nov 30, 2021 | parameter estimation | CodeCode Available | 0 | 5 |
| 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 | 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 |
| Implementing spectral methods for hidden Markov models with real-valued emissions | Apr 29, 2014 | parameter estimationTime Series | 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 |
