| Dynamic Survival Analysis for non-Markovian Epidemic Models | Feb 21, 2022 | parameter estimationSurvival Analysis | 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 |
| Efficient Cosmological Parameter Estimation with Hamiltonian Monte Carlo | Aug 30, 2006 | parameter estimation | CodeCode Available | 0 | 5 |
| A neural simulation-based inference approach for characterizing the Galactic Center γ-ray excess | Oct 13, 2021 | Density Estimationparameter estimation | 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 |
| 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-based stochastic modeling reveals sources of activity bursts in single-cell TGF-β signaling | Jul 25, 2021 | Computational EfficiencyNumerical Integration | CodeCode Available | 0 | 5 |
| ADAGIO: Fast Data-aware Near-Isometric Linear Embeddings | Sep 17, 2016 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Estimating Density Models with Truncation Boundaries using Score Matching | Oct 9, 2019 | Density EstimationOutlier Detection | 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 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| Data-driven modeling and parameter estimation of Nonlinear systems | May 31, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| EvoVGM: a Deep Variational Generative Model for Evolutionary Parameter Estimation | May 25, 2022 | parameter 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 |
| A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning | May 1, 2023 | ClusteringContinual Learning | CodeCode Available | 0 | 5 |
| Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs | Aug 25, 2017 | parameter estimationProbabilistic Programming | 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 |
| A Physics-Informed Deep Learning Model for MRI Brain Motion Correction | Feb 13, 2025 | DiagnosticMotion Detection | CodeCode Available | 0 | 5 |
| Extended Fiducial Inference: Toward an Automated Process of Statistical Inference | Jul 31, 2024 | parameter estimation | CodeCode Available | 0 | 5 |
| Fast L1-NMF for Multiple Parametric Model Estimation | Oct 18, 2016 | modelparameter estimation | CodeCode Available | 0 | 5 |
| Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification | Mar 1, 2015 | ClassificationGeneral Classification | 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 |
| Applying Evolutionary Metaheuristics for Parameter Estimation of Individual-Based Models | May 24, 2020 | parameter 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 |
| Adjustment for Confounding using Pre-Trained Representations | Jun 17, 2025 | parameter estimationTransfer Learning | CodeCode Available | 0 | 5 |
