| Deep Learning and genetic algorithms for cosmological Bayesian inference speed-up | May 6, 2024 | Bayesian InferenceHyperparameter Optimization | 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 |
| DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks | Oct 2, 2018 | parameter 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 |
| 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 |
| Distributionally Robust Parametric Maximum Likelihood Estimation | Oct 11, 2020 | 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 |
| Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks | Dec 16, 2021 | Bayesian InferenceDecision Making | 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 |
| Consistent and fast inference in compartmental models of epidemics using Poisson Approximate Likelihoods | May 26, 2022 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 | 5 |
| Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems | Feb 4, 2021 | Bayesian Inferenceparameter 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 |
| Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification | Mar 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Combined Invariant Subspace \& Frequency-Domain Subspace Method for Identification of Discrete-Time MIMO Linear Systems | Dec 12, 2023 | parameter 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 |
| A Mixture of Matrix Variate Bilinear Factor Analyzers | Dec 22, 2017 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals | Nov 30, 2024 | Denoisingparameter 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 |
| Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy | Sep 13, 2019 | AstronomyBayesian Inference | CodeCode Available | 0 | 5 |
| Common Phone: A Multilingual Dataset for Robust Acoustic Modelling | Jan 15, 2022 | Acoustic Modellingparameter estimation | CodeCode Available | 0 | 5 |
| Bayes in Wonderland! Predictive supervised classification inference hits unpredictability | Dec 3, 2021 | Classificationparameter 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 |
| EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data | Sep 23, 2020 | Imputationparameter estimation | CodeCode Available | 0 | 5 |
| Estimating Density Models with Truncation Boundaries using Score Matching | Oct 9, 2019 | Density EstimationOutlier Detection | CodeCode Available | 0 | 5 |
| Collaborative Nested Sampling: Big Data vs. complex physical models | Jul 14, 2017 | parameter estimation | CodeCode Available | 0 | 5 |
