Generalizing the Kelly strategy. Ten Steps of EM Suffice for Mixtures of Two Gaussians. Shaping the Future through Innovations: From Medical Imaging to Precision Medicine. An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments. On Restri …

Generative Adversarial Networks as Variational Training of Energy Based Models. Learning Representations for Counterfactual Inference. An Empirical Study of Language CNN for Image Captioning. Text-guided Attention Model for Image Captioning. IM2CAD. RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews from Unsupervised View …

Function Driven Diffusion for Personalized Counterfactual Inference. Material Recognition from Local Appearance in Global Context. Transfer Learning for Material Classification using Convolutional Networks. A 4D Light-Field Dataset and CNN Architectures for Material Recognition. Geometry-Informed Material Recognition. Analysis of the Entropy-guided …

Human Pose Estimation in Space and Time using 3D CNN. Efficient Calculation of Bigram Frequencies in a Corpus of Short Texts. Detection and Visualization of Endoleaks in CT Data for Monitoring of Thoracic and Abdominal Aortic Aneurysm Stents. Evaluating Urbanization from Satellite and Aerial Images by means of a statistical approach to the texture …