| Tensor Moments of Gaussian Mixture Models: Theory and Applications | Feb 14, 2022 | parameter estimationTensor Decomposition | CodeCode Available | 0 |
| Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems | Feb 26, 2024 | parameter estimationState Estimation | CodeCode Available | 0 |
| EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data | Sep 23, 2020 | Imputationparameter estimation | CodeCode Available | 0 |
| Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks | Dec 16, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Predicting the genetic component of gene expression using gene regulatory networks | Aug 16, 2024 | parameter estimationPrediction | CodeCode Available | 0 |
| Improving Neural Network Robustness via Persistency of Excitation | Jun 3, 2021 | Adversarial Robustnessparameter estimation | CodeCode Available | 0 |
| DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks | Oct 2, 2018 | parameter estimation | CodeCode Available | 0 |
| An integrated perspective of robustness in regression through the lens of the bias-variance trade-off | Jul 15, 2024 | parameter estimationregression | CodeCode Available | 0 |
| A Mixture of Matrix Variate Bilinear Factor Analyzers | Dec 22, 2017 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Estimating Buildings' Parameters over Time Including Prior Knowledge | Jan 9, 2019 | Causal Inferenceparameter estimation | CodeCode Available | 0 |
| Estimating Density Models with Truncation Boundaries using Score Matching | Oct 9, 2019 | Density EstimationOutlier Detection | CodeCode Available | 0 |
| Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing | Jun 10, 2017 | Anomaly Detectionparameter estimation | CodeCode Available | 0 |
| Multi-locus data distinguishes between population growth and multiple merger coalescents | Apr 19, 2018 | Experimental DesignModel Selection | CodeCode Available | 0 |
| Estimating the Number of Components in Finite Mixture Models via the Group-Sort-Fuse Procedure | May 24, 2020 | parameter estimation | CodeCode Available | 0 |
| Multimodal nested sampling: an efficient and robust alternative to MCMC methods for astronomical data analysis | Apr 27, 2007 | object-detectionObject Detection | CodeCode Available | 0 |
| Estimating the Resize Parameter in End-to-end Learned Image Compression | Apr 26, 2022 | Image Compressionparameter estimation | CodeCode Available | 0 |
| Stochastic Model of siRNA Endosomal Escape Mediated by Fusogenic Peptides in OVCAR-3 | Dec 20, 2024 | Bayesian InferenceImage Segmentation | CodeCode Available | 0 |
| TSBP: Improving Object Detection in Histology Images via Test-time Self-guided Bounding-box Propagation | Sep 25, 2024 | Cell Detectionobject-detection | CodeCode Available | 0 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 |
| Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection | Oct 13, 2022 | Experimental Designfeature selection | CodeCode Available | 0 |
| Testing and Improving the Robustness of Amortized Bayesian Inference for Cognitive Models | Dec 29, 2024 | Bayesian InferenceData Augmentation | CodeCode Available | 0 |
| Optimally-Weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference | Jan 27, 2023 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Grid-free Harmonic Retrieval and Model Order Selection using Deep Convolutional Neural Networks | Nov 9, 2022 | parameter estimationRetrieval | CodeCode Available | 0 |
| Testing Hypotheses of Covariate Effects on Topics of Discourse | Jun 5, 2025 | parameter estimationUncertainty Quantification | CodeCode Available | 0 |
| Optimal Neural Network Approximation of Wasserstein Gradient Direction via Convex Optimization | May 26, 2022 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
