Hierarchical Memory Networks. Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data. Ask the GRU: Multi-Task Learning for Deep Text Recommendations. A Machine Learning Nowcasting Method based on Real-time Reanalysis Data. Environmental Noise Embeddings for Robust Speech Recognition. DeepSoft: A vision for a deep model of softwa …

Neural Networks with Manifold Learning for Diabetic Retinopathy Detection. On the Complexity of Constrained Determinantal Point Processes. Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing. Distributed Multi-Task Learning with Shared Representation. Retrieving challenging vessel connections in retinal ima …