| Towards a Unified Compositional Model for Visual Pattern Modeling | Oct 1, 2017 | Handwritten Digit Recognitionobject-detection | —Unverified | 0 |
| PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories | Oct 1, 2017 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| A Hierarchical Probabilistic Model for Facial Feature Detection | Sep 18, 2017 | modelparameter estimation | —Unverified | 0 |
| Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs | Aug 25, 2017 | parameter estimationProbabilistic Programming | CodeCode Available | 0 |
| Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes | Aug 25, 2017 | General Classificationparameter estimation | CodeCode Available | 0 |
| Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints | Aug 25, 2017 | parameter estimation | —Unverified | 0 |
| A Tutorial on Hawkes Processes for Events in Social Media | Aug 21, 2017 | parameter estimationPoint Processes | —Unverified | 0 |
| Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications | Aug 9, 2017 | Model Selectionparameter estimation | —Unverified | 0 |
| Sparse model selection via integral terms | Aug 2, 2017 | modelModel Selection | —Unverified | 0 |
| High-Dimensional Structured Quantile Regression | Aug 1, 2017 | parameter estimationquantile regression | —Unverified | 0 |
