| Statistically-informed deep learning for gravitational wave parameter estimation | Mar 5, 2019 | Contrastive LearningDeep Learning | —Unverified | 0 |
| Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing | Mar 1, 2019 | Dependency Parsingparameter estimation | —Unverified | 0 |
| Combined State and Parameter Estimation in Level-Set Methods | Mar 1, 2019 | parameter estimationState Estimation | —Unverified | 0 |
| Learning partially ranked data based on graph regularization | Feb 28, 2019 | parameter estimation | —Unverified | 0 |
| Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI | Feb 28, 2019 | parameter estimation | CodeCode Available | 0 |
| A tutorial on group effective connectivity analysis, part 2: second level analysis with PEB | Feb 27, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep MR Fingerprinting with total-variation and low-rank subspace priors | Feb 26, 2019 | Magnetic Resonance Fingerprintingparameter estimation | —Unverified | 0 |
| Supervised Deep Neural Networks (DNNs) for Pricing/Calibration of Vanilla/Exotic Options Under Various Different Processes | Feb 15, 2019 | parameter estimation | —Unverified | 0 |
| Knowledge-aided Two-dimensional Autofocus for Spotlight SAR Filtered Backprojection Imagery | Feb 13, 2019 | Motion Compensationparameter estimation | —Unverified | 0 |
| The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy | Feb 12, 2019 | parameter estimationPrivacy Preserving | —Unverified | 0 |
