| Knowledge-aided Two-dimensional Autofocus for Spotlight SAR Filtered Backprojection Imagery | Feb 13, 2019 | Motion Compensationparameter estimation | —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 |
| The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy | Feb 12, 2019 | parameter estimationPrivacy Preserving | —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 |
| Orthogonal Statistical Learning | Jan 25, 2019 | Domain Adaptationparameter estimation | CodeCode Available | 0 |
| Bayesian surrogate learning in dynamic simulator-based regression problems | Jan 25, 2019 | parameter estimationregression | —Unverified | 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 |
| Estimating Buildings' Parameters over Time Including Prior Knowledge | Jan 9, 2019 | Causal Inferenceparameter estimation | CodeCode Available | 0 |
| How did Donald Trump Surprisingly Win the 2016 United States Presidential Election? an Information-Theoretic Perspective (Clean Sensing for Big Data Analytics:Optimal Strategies,Estimation Error Bounds Tighter than the Cramér-Rao Bound) | Dec 31, 2018 | parameter estimation | —Unverified | 0 |
| Improvement of Identification Procedure Using Hybrid Cuckoo Search Algorithm for TurbineGovernor and Excitation System | Dec 27, 2018 | Model Selectionparameter estimation | —Unverified | 0 |
| Trainable Projected Gradient Detector for Massive Overloaded MIMO Channels: Data-driven Tuning Approach | Dec 25, 2018 | parameter estimation | CodeCode Available | 0 |
| Computations in Stochastic Acceptors | Dec 23, 2018 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Enhancing Discrete Choice Models with Representation Learning | Dec 23, 2018 | Discrete Choice Modelsparameter estimation | CodeCode Available | 1 |
| Linearized Bregman Iterations for Automatic Optical Fiber Fault Analysis | Dec 19, 2018 | parameter estimationSpecificity | —Unverified | 0 |
| Bayesian parameter estimation of miss-specified models | Dec 19, 2018 | parameter estimation | —Unverified | 0 |
| Privacy-Preserving Distributed Parameter Estimation for Probability Distribution of Wind Power Forecast Error | Dec 17, 2018 | Decision Makingparameter estimation | —Unverified | 0 |
| Stochastic Image Deformation in Frequency Domain and Parameter Estimation using Moment Evolutions | Dec 13, 2018 | Anatomyparameter estimation | —Unverified | 0 |
| Surrogate-assisted Bayesian inversion for landscape and basin evolution models | Dec 12, 2018 | Bayesian InferenceComputational Efficiency | CodeCode Available | 0 |
| Theoretical guarantees for EM under misspecified Gaussian mixture models | Dec 1, 2018 | parameter estimation | —Unverified | 0 |
| Analyzing Federated Learning through an Adversarial Lens | Nov 29, 2018 | Federated LearningModel Poisoning | CodeCode Available | 1 |
