| A Block Coordinate Descent Proximal Method for Simultaneous Filtering and Parameter Estimation | Oct 16, 2018 | parameter estimation | —Unverified | 0 |
| Perfusion parameter estimation using neural networks and data augmentation | Oct 11, 2018 | Data AugmentationDecision Making | —Unverified | 0 |
| Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes | Oct 11, 2018 | Gaussian Processesparameter estimation | —Unverified | 0 |
| DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks | Oct 2, 2018 | parameter estimation | CodeCode Available | 0 |
| Parameter Estimation for the Single-Look G^0 Distribution | Sep 29, 2018 | parameter estimation | —Unverified | 0 |
| Sparse-Group Bayesian Feature Selection Using Expectation Propagation for Signal Recovery and Network Reconstruction | Sep 25, 2018 | feature selectionparameter estimation | CodeCode Available | 0 |
| Beyond Binomial and Negative Binomial: Adaptation in Bernoulli Parameter Estimation | Sep 24, 2018 | parameter estimation | —Unverified | 0 |
| Fast, Precise Myelin Water Quantification using DESS MRI and Kernel Learning | Sep 24, 2018 | parameter estimation | CodeCode Available | 0 |
| On the Information in Extreme Measurements for Parameter Estimation | Sep 23, 2018 | Data Compressionparameter estimation | —Unverified | 0 |
| A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation | Sep 14, 2018 | Deep Learningparameter estimation | —Unverified | 0 |
| Solving Non-identifiable Latent Feature Models | Sep 11, 2018 | parameter estimation | —Unverified | 0 |
| Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency | Sep 6, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Parameter-wise co-clustering for high-dimensional data | Aug 25, 2018 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Dropout is a special case of the stochastic delta rule: faster and more accurate deep learning | Aug 10, 2018 | parameter estimation | CodeCode Available | 0 |
| Global optimization using Gaussian Processes to estimate biological parameters from image data | Jul 26, 2018 | Gaussian Processesglobal-optimization | —Unverified | 0 |
| Few-Shot Adaptation for Multimedia Semantic Indexing | Jul 19, 2018 | Few-Shot Learningparameter estimation | —Unverified | 0 |
| Asset Price Bubbles: An Option-based Indicator | Jul 14, 2018 | parameter estimation | —Unverified | 0 |
| A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning | Jul 11, 2018 | Capacity EstimationObject Localization | —Unverified | 0 |
| Ranking Distributions based on Noisy Sorting | Jul 1, 2018 | parameter estimation | —Unverified | 0 |
| Sounderfeit: Cloning a Physical Model using a Conditional Adversarial Autoencoder | Jun 25, 2018 | parameter estimationResynthesis | —Unverified | 0 |
| Conditional Noise-Contrastive Estimation of Unnormalised Models | Jun 10, 2018 | Density EstimationOpen-Ended Question Answering | —Unverified | 0 |
| An Estimation and Analysis Framework for the Rasch Model | Jun 9, 2018 | Collaborative Filteringparameter estimation | —Unverified | 0 |
| Parameter estimation and treatment optimization in a stochastic model for immunotherapy of cancer | Jun 5, 2018 | parameter estimation | —Unverified | 0 |
| Data-Free/Data-Sparse Softmax Parameter Estimation with Structured Class Geometries | Jun 3, 2018 | parameter estimation | —Unverified | 0 |
| Optimal Clustering under Uncertainty | Jun 2, 2018 | Clusteringparameter estimation | —Unverified | 0 |