| Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach | Aug 23, 2023 | Diagnosticparameter estimation | CodeCode Available | 0 | 5 |
| Distributionally Robust Parametric Maximum Likelihood Estimation | Oct 11, 2020 | parameter estimation | CodeCode Available | 0 | 5 |
| Dynamic Survival Analysis for non-Markovian Epidemic Models | Feb 21, 2022 | parameter estimationSurvival Analysis | 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 |
| Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA | May 8, 2015 | ClusteringMulti-Label Classification | 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 |
| Functional data learning using convolutional neural networks | Oct 5, 2023 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Bayesian group latent factor analysis with structured sparsity | Nov 11, 2014 | parameter estimation | CodeCode Available | 0 | 5 |
| Differentiable Cloth Simulation for Inverse Problems | Dec 1, 2019 | parameter estimation | 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 |
| Adjustment for Confounding using Pre-Trained Representations | Jun 17, 2025 | parameter estimationTransfer Learning | CodeCode Available | 0 | 5 |
| Deep Learning and genetic algorithms for cosmological Bayesian inference speed-up | May 6, 2024 | Bayesian InferenceHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Graph Learning from Data under Structural and Laplacian Constraints | Nov 16, 2016 | Computational EfficiencyGraph Learning | CodeCode Available | 0 | 5 |
| Bayesian Dark Knowledge | Jun 14, 2015 | Active Learningparameter 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 |
| How to 0wn NAS in Your Spare Time | Feb 17, 2020 | CPUDeep Learning | CodeCode Available | 0 | 5 |
| Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs | Aug 25, 2017 | parameter estimationProbabilistic Programming | 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 |
| Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks | Dec 16, 2021 | Bayesian InferenceDecision Making | 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 |
| Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles | May 9, 2025 | parameter estimationUncertainty Quantification | 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 |
| Data-driven modeling and parameter estimation of Nonlinear systems | May 31, 2023 | parameter 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 |
| Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP | Aug 10, 2021 | ARCparameter estimation | 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 |
| Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference | Jan 7, 2025 | Density Estimationparameter estimation | CodeCode Available | 0 | 5 |
| A Mixture of Matrix Variate Bilinear Factor Analyzers | Dec 22, 2017 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| LASSO-ODE: A framework for mechanistic model identifiability and selection in disease transmission modeling | May 22, 2025 | Model Selectionparameter 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 |
| Deep Global Generalized Gaussian Networks | Jun 1, 2019 | parameter estimationRolling Shutter Correction | CodeCode Available | 0 | 5 |
| Learning Bayesian posteriors with neural networks for gravitational-wave inference | Sep 12, 2019 | AstronomyBayesian Inference | CodeCode Available | 0 | 5 |
| Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks | Aug 10, 2020 | Magnetic Resonance Fingerprintingparameter 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 Method of Moments for Mixture Models and Hidden Markov Models | Mar 3, 2012 | 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 |
| Learning Parametric Distributions from Samples and Preferences | May 29, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| An Expectation-Maximization Algorithm for the Fractal Inverse Problem | Jun 9, 2017 | parameter estimation | CodeCode Available | 0 | 5 |
| A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithms | Nov 8, 2018 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 | 5 |
| Conditionally Strongly Log-Concave Generative Models | May 31, 2023 | Memorizationparameter estimation | CodeCode Available | 0 | 5 |
| CEBoosting: Online Sparse Identification of Dynamical Systems with Regime Switching by Causation Entropy Boosting | Apr 16, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| Common Phone: A Multilingual Dataset for Robust Acoustic Modelling | Jan 15, 2022 | Acoustic Modellingparameter estimation | CodeCode Available | 0 | 5 |
| Link-level simulator for 5G localization | Dec 26, 2022 | Diversityparameter 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 |
| Low-complexity subspace-descent over symmetric positive definite manifold | May 3, 2023 | parameter estimationRiemannian optimization | CodeCode Available | 0 | 5 |
| China's Easily Overlooked Monetary Transmission Mechanism: Monetary Reservoir | Nov 30, 2021 | parameter estimation | CodeCode Available | 0 | 5 |
| Machine Learning Model of the Swift/BAT Trigger Algorithm for Long GRB Population Studies | Sep 3, 2015 | BIG-bench Machine Learningparameter estimation | CodeCode Available | 0 | 5 |
| Collaborative Nested Sampling: Big Data vs. complex physical models | Jul 14, 2017 | parameter estimation | CodeCode Available | 0 | 5 |
| Automating Model Comparison in Factor Graphs | Jun 9, 2023 | modelparameter estimation | CodeCode Available | 0 | 5 |
