| WRFRFT-based Coherent Detection and Parameter Estimation of Radar Moving Target With Unknown Entry/Departure Time | Mar 30, 2019 | ARCparameter estimation | —Unverified | 0 |
| Smoothing Nonlinear Variational Objectives with Sequential Monte Carlo | Mar 27, 2019 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| A Novel Method for the Absolute Pose Problem with Pairwise Constraints | Mar 25, 2019 | parameter estimationPose Estimation | —Unverified | 0 |
| Finite Sample Analysis of Stochastic System Identification | Mar 21, 2019 | parameter estimationvalid | —Unverified | 0 |
| Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks | Mar 8, 2019 | parameter estimation | —Unverified | 0 |
| 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 |
| A Complexity-Efficient High Resolution Propagation Parameter Estimation Algorithm for Ultra-Wideband Large-Scale Uniform Circular Array | Feb 12, 2019 | parameter estimation | —Unverified | 0 |
| Divergence-Based Motivation for Online EM and Combining Hidden Variable Models | Feb 11, 2019 | parameter estimation | —Unverified | 0 |
| Optimal Experiment Design in Nonlinear Parameter Estimation with Exact Confidence Regions | Feb 3, 2019 | Bilevel Optimizationparameter estimation | —Unverified | 0 |
| Network Parameter Learning Using Nonlinear Transforms, Local Representation Goals and Local Propagation Constraints | Jan 31, 2019 | parameter estimation | —Unverified | 0 |
| Bayesian surrogate learning in dynamic simulator-based regression problems | Jan 25, 2019 | parameter estimationregression | —Unverified | 0 |
| Orthogonal Statistical Learning | Jan 25, 2019 | Domain Adaptationparameter estimation | CodeCode Available | 0 |
| Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks | Jan 24, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Unified estimation framework for unnormalized models with statistical efficiency | Jan 23, 2019 | parameter estimation | —Unverified | 0 |
| A review of domain adaptation without target labels | Jan 16, 2019 | Domain AdaptationDomain Generalization | CodeCode Available | 0 |
| Resampling detection of recompressed images via dual-stream convolutional neural network | Jan 15, 2019 | parameter estimation | CodeCode Available | 0 |
