| 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 |
| 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 |
| Popularity Adjusted Block Models are Generalized Random Dot Product Graphs | Sep 9, 2021 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting | Oct 29, 2019 | parameter estimationSpatio-Temporal Forecasting | 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 |
| Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing | May 29, 2025 | 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 |
| An accuracy-runtime trade-off comparison of scalable Gaussian process approximations for spatial data | Jan 20, 2025 | Gaussian Processesparameter estimation | CodeCode Available | 0 | 5 |
| Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach | Aug 23, 2023 | Diagnosticparameter estimation | CodeCode Available | 0 | 5 |
| Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference | Jan 7, 2025 | Density Estimationparameter estimation | CodeCode Available | 0 | 5 |
| Data-driven modeling and parameter estimation of Nonlinear systems | May 31, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification | Mar 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Constrained or Unconstrained? Neural-Network-Based Equation Discovery from Data | May 30, 2024 | Equation Discoveryparameter estimation | CodeCode Available | 0 | 5 |
| Bayesian Dark Knowledge | Jun 14, 2015 | Active Learningparameter estimation | CodeCode Available | 0 | 5 |
| Conditionally Strongly Log-Concave Generative Models | May 31, 2023 | Memorizationparameter 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 |
| Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP | Aug 10, 2021 | ARCparameter 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 |
| China's Easily Overlooked Monetary Transmission Mechanism: Monetary Reservoir | Nov 30, 2021 | parameter estimation | CodeCode Available | 0 | 5 |
| Cellular Automaton With CNN | Mar 4, 2025 | 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 |
| CEBoosting: Online Sparse Identification of Dynamical Systems with Regime Switching by Causation Entropy Boosting | Apr 16, 2023 | 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 |
| Characterisation of Anti-Arrhythmic Drug Effects on Cardiac Electrophysiology using Physics-Informed Neural Networks | Mar 13, 2024 | parameter estimation | CodeCode Available | 0 | 5 |
