| Online Learning over Dynamic Graphs via Distributed Proximal Gradient Algorithm | May 16, 2019 | parameter estimation | —Unverified | 0 |
| Learning Clique Forests | May 6, 2019 | parameter estimation | —Unverified | 0 |
| On the smoothness of nonlinear system identification | May 2, 2019 | parameter estimationPrediction | CodeCode Available | 0 |
| Cramer-Rao Bound for Estimation After Model Selection and its Application to Sparse Vector Estimation | Apr 15, 2019 | Model Selectionparameter estimation | —Unverified | 0 |
| An Axiomatic Approach to Regularizing Neural Ranking Models | Apr 15, 2019 | Information Retrievalparameter estimation | —Unverified | 0 |
| Finding a latent k-simplex in O(k . nnz(data)) time via Subset Smoothing | Apr 14, 2019 | ClusteringCommunity Detection | —Unverified | 0 |
| Recovery of Superquadrics from Range Images using Deep Learning: A Preliminary Study | Apr 13, 2019 | parameter estimation | —Unverified | 0 |
| Parametrization of stochastic inputs using generative adversarial networks with application in geology | Apr 7, 2019 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT | Apr 3, 2019 | parameter estimationvalid | —Unverified | 0 |
| Sparse Tensor Additive Regression | Mar 31, 2019 | Click-Through Rate PredictionMarketing | —Unverified | 0 |
| Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting | Mar 31, 2019 | Continual LearningNeural Architecture Search | —Unverified | 0 |
| 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 |
| Manifold Mixup improves text recognition with CTC loss | Mar 11, 2019 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| 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 |
