| Statistical Inference for the Population Landscape via Moment Adjusted Stochastic Gradients | Dec 20, 2017 | Stochastic OptimizationUncertainty Quantification | —Unverified | 0 |
| Stochastic reconstruction of an oolitic limestone by generative adversarial networks | Dec 7, 2017 | Image GenerationImage Reconstruction | CodeCode Available | 0 |
| Mondrian Processes for Flow Cytometry Analysis | Nov 21, 2017 | Uncertainty Quantification | —Unverified | 0 |
| A machine learning approach for efficient uncertainty quantification using multiscale methods | Nov 12, 2017 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| An asymptotic analysis of distributed nonparametric methods | Nov 8, 2017 | Uncertainty Quantification | —Unverified | 0 |
| Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data | Nov 2, 2017 | Spatio-Temporal ForecastingUncertainty Quantification | —Unverified | 0 |
| Finite-dimensional Gaussian approximation with linear inequality constraints | Oct 20, 2017 | parameter estimationUncertainty Quantification | CodeCode Available | 1 |
| Sequential Design and Spatial Modeling for Portfolio Tail Risk Measurement | Oct 14, 2017 | Uncertainty Quantification | —Unverified | 0 |
| An Ensemble Quadratic Echo State Network for Nonlinear Spatio-Temporal Forecasting | Aug 16, 2017 | ManagementSpatio-Temporal Forecasting | —Unverified | 0 |
| Pairing an arbitrary regressor with an artificial neural network estimating aleatoric uncertainty | Jul 23, 2017 | Uncertainty Quantification | —Unverified | 0 |
