| Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression | Jun 26, 2023 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Low-Complexity Blind Parameter Estimation in Wireless Systems with Noisy Sparse Signals | Feb 27, 2023 | Denoisingparameter 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 |
| Adjustment for Confounding using Pre-Trained Representations | Jun 17, 2025 | parameter estimationTransfer Learning | CodeCode Available | 0 | 5 |
| Data-driven modeling and parameter estimation of Nonlinear systems | May 31, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| A Stochastic Lomax Diffusion Process: Statistical Inference and Application | Jan 5, 2021 | 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 |
| Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference | Jan 7, 2025 | Density Estimationparameter 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 |
| Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification | Mar 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Global Generalized Gaussian Networks | Jun 1, 2019 | parameter estimationRolling Shutter Correction | CodeCode Available | 0 | 5 |
| Mixture Density Network Estimation of Continuous Variable Maximum Likelihood Using Discrete Training Samples | Mar 24, 2021 | 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 |
| Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods | May 8, 2023 | parameter estimationUncertainty Quantification | CodeCode Available | 0 | 5 |
| Analytic estimation of parameters of stochastic volatility diffusion models with exponential-affine characteristic function for currency option pricing | Jul 16, 2025 | parameter estimation | CodeCode Available | 0 | 5 |
| Analysis of social interactions in group-housed animals using dyadic linear models | Jul 14, 2022 | parameter estimation | CodeCode Available | 0 | 5 |
| Conditionally Strongly Log-Concave Generative Models | May 31, 2023 | Memorizationparameter 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 |
| An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization | Jun 10, 2017 | Density Estimationparameter estimation | CodeCode Available | 0 | 5 |
| Notes on Noise Contrastive Estimation and Negative Sampling | Oct 30, 2014 | Binary Classificationparameter estimation | CodeCode Available | 0 | 5 |
| Algebraic identifiability of partial differential equation models | Feb 6, 2024 | parameter estimation | CodeCode Available | 0 | 5 |
| Online Probabilistic Model Identification using Adaptive Recursive MCMC | Oct 23, 2022 | modelparameter estimation | CodeCode Available | 0 | 5 |
| On Regularization Parameter Estimation under Covariate Shift | Jul 31, 2016 | Domain AdaptationL2 Regularization | CodeCode Available | 0 | 5 |
| Collaborative Nested Sampling: Big Data vs. complex physical models | Jul 14, 2017 | parameter estimation | CodeCode Available | 0 | 5 |
