| Fast, Precise Myelin Water Quantification using DESS MRI and Kernel Learning | Sep 24, 2018 | parameter estimation | CodeCode Available | 0 | 5 |
| Fast parameter estimation of Generalized Extreme Value distribution using Neural Networks | May 7, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| Finite Mixtures of Multivariate Poisson-Log Normal Factor Analyzers for Clustering Count Data | Nov 13, 2023 | ClusteringModel Selection | CodeCode Available | 0 | 5 |
| Fast L1-NMF for Multiple Parametric Model Estimation | Oct 18, 2016 | modelparameter estimation | CodeCode Available | 0 | 5 |
| Fast covariance parameter estimation of spatial Gaussian process models using neural networks | Dec 30, 2020 | DescriptiveGaussian Processes | 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 |
| Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning | Oct 5, 2022 | Diffusion MRIparameter estimation | CodeCode Available | 0 | 5 |
| EvoVGM: a Deep Variational Generative Model for Evolutionary Parameter Estimation | May 25, 2022 | parameter estimation | CodeCode Available | 0 | 5 |
| Estimating the Resize Parameter in End-to-end Learned Image Compression | Apr 26, 2022 | Image Compressionparameter estimation | CodeCode Available | 0 | 5 |
| Grid-free Harmonic Retrieval and Model Order Selection using Deep Convolutional Neural Networks | Nov 9, 2022 | parameter estimationRetrieval | CodeCode Available | 0 | 5 |
| Estimating Buildings' Parameters over Time Including Prior Knowledge | Jan 9, 2019 | Causal Inferenceparameter estimation | CodeCode Available | 0 | 5 |
| Estimating Density Models with Truncation Boundaries using Score Matching | Oct 9, 2019 | Density EstimationOutlier Detection | CodeCode Available | 0 | 5 |
| EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data | Sep 23, 2020 | Imputationparameter estimation | CodeCode Available | 0 | 5 |
| Estimating the Number of Components in Finite Mixture Models via the Group-Sort-Fuse Procedure | May 24, 2020 | parameter estimation | CodeCode Available | 0 | 5 |
| Flexible Bivariate Beta Mixture Model: A Probabilistic Approach for Clustering Complex Data Structures | Feb 27, 2025 | Clusteringparameter estimation | CodeCode Available | 0 | 5 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| Estimation of spatio-temporal extremes via generative neural networks | Jul 11, 2024 | parameter estimationUncertainty Quantification | CodeCode Available | 0 | 5 |
| Evaluation of Parallel Tempering to Accelerate Bayesian Parameter Estimation in Systems Biology | Jan 30, 2018 | parameter estimation | CodeCode Available | 0 | 5 |
| Factorization Machines | Jan 20, 2011 | parameter estimationRecommendation Systems | CodeCode Available | 0 | 5 |
| Factorization Machines | Jan 1, 2010 | parameter estimationRecommendation Systems | CodeCode Available | 0 | 5 |
| A Learnable Prior Improves Inverse Tumor Growth Modeling | Mar 7, 2024 | Deep Learningparameter estimation | CodeCode Available | 0 | 5 |
| Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals | Nov 30, 2024 | Denoisingparameter estimation | CodeCode Available | 0 | 5 |
| Algebraic identifiability of partial differential equation models | Feb 6, 2024 | parameter estimation | CodeCode Available | 0 | 5 |
| Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing | May 29, 2025 | parameter estimation | CodeCode Available | 0 | 5 |
| Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data | Jan 13, 2023 | counterfactualparameter estimation | CodeCode Available | 0 | 5 |
| Fenrir: Physics-Enhanced Regression for Initial Value Problems | Feb 2, 2022 | Numerical Integrationparameter estimation | CodeCode Available | 0 | 5 |
| Efficient Cosmological Parameter Estimation with Hamiltonian Monte Carlo | Aug 30, 2006 | parameter estimation | CodeCode Available | 0 | 5 |
| Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification | Nov 3, 2022 | Contrastive Learningparameter estimation | CodeCode Available | 0 | 5 |
| Dropout is a special case of the stochastic delta rule: faster and more accurate deep learning | Aug 10, 2018 | parameter estimation | CodeCode Available | 0 | 5 |
| Dynamic Survival Analysis for non-Markovian Epidemic Models | Feb 21, 2022 | parameter estimationSurvival Analysis | CodeCode Available | 0 | 5 |
| Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes | Aug 25, 2017 | General Classificationparameter estimation | CodeCode Available | 0 | 5 |
| DPER: Efficient Parameter Estimation for Randomly Missing Data | Jun 6, 2021 | Imputationparameter estimation | 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 |
| Differentiable Cloth Simulation for Inverse Problems | Dec 1, 2019 | parameter estimation | CodeCode Available | 0 | 5 |
| Adaptive control of reaction-diffusion PDEs via neural operator-approximated gain kernels | Jul 1, 2024 | parameter estimation | 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 |
| Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA | May 8, 2015 | ClusteringMulti-Label Classification | CodeCode Available | 0 | 5 |
| Distance Estimation Methods for a Practical Macroscale Molecular Communication System | Sep 27, 2019 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Deep Learning of Dynamical System Parameters from Return Maps as Images | Jun 20, 2023 | Data Augmentationparameter estimation | 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 |
| Extended Fiducial Inference: Toward an Automated Process of Statistical Inference | Jul 31, 2024 | parameter estimation | CodeCode Available | 0 | 5 |
| Deep learning-based estimation of time-dependent parameters in Markov models with application to nonlinear regression and SDEs | Dec 13, 2023 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs | Aug 25, 2017 | parameter estimationProbabilistic Programming | CodeCode Available | 0 | 5 |
| Distributionally Robust Parametric Maximum Likelihood Estimation | Oct 11, 2020 | parameter estimation | CodeCode Available | 0 | 5 |
| Functional data learning using convolutional neural networks | Oct 5, 2023 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP | Aug 10, 2021 | ARCparameter estimation | CodeCode Available | 0 | 5 |
| Data-driven modeling and parameter estimation of Nonlinear systems | May 31, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| DeepASL: Kinetic Model Incorporated Loss for Denoising Arterial Spin Labeled MRI via Deep Residual Learning | Apr 8, 2018 | Denoisingparameter estimation | CodeCode Available | 0 | 5 |
| ADAGIO: Fast Data-aware Near-Isometric Linear Embeddings | Sep 17, 2016 | Computational EfficiencyDimensionality Reduction | 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 |
