| Horseshoe Regularization for Feature Subset Selection | Feb 23, 2017 | compressed sensingUncertainty Quantification | CodeCode Available | 0 |
| Patchwork Kriging for Large-scale Gaussian Process Regression | Jan 23, 2017 | regressionUncertainty Quantification | —Unverified | 0 |
| Fuzzy finite element model updating using metaheuristic optimization algorithms | Jan 3, 2017 | Metaheuristic OptimizationUncertainty Quantification | —Unverified | 0 |
| Spatial best linear unbiased prediction: A computational mathematics approach for high dimensional massive datasets | Jan 1, 2017 | Uncertainty QuantificationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Properties and Bayesian fitting of restricted Boltzmann machines | Dec 4, 2016 | Uncertainty Quantification | —Unverified | 0 |
| Bayesian Optical Flow with Uncertainty Quantification | Nov 4, 2016 | Optical Flow EstimationUncertainty Quantification | CodeCode Available | 0 |
| Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression | Jun 8, 2016 | regressionUncertainty Quantification | CodeCode Available | 0 |
| Coresets for Scalable Bayesian Logistic Regression | May 20, 2016 | Bayesian Inferenceregression | CodeCode Available | 0 |
| A computational spectral approach to interest rate models | Aug 25, 2015 | Uncertainty Quantification | —Unverified | 0 |
| Towards Machine Wald | Aug 10, 2015 | Bayesian InferenceStochastic Optimization | —Unverified | 0 |
