Dependency Parsing with LSTMs: An Empirical Evaluation. AdaNet: Adaptive Structural Learning of Artificial Neural Networks. Assisted Dictionary Learning for fMRI Data Analysis. Multi-Dueling Bandits and Their Application to Online Ranker Evaluation. Improved Sampling Techniques for Learning an Imbalanced Data Set. Statistical Meta-Analysis of Prese …

Radiation Search Operations using Scene Understanding with Autonomous UAV and UGV. Sequential Cost-Sensitive Feature Acquisition. Mining Spatio-temporal Data on Industrialization from Historical Registries. $\ell_1$ Regularized Gradient Temporal-Difference Learning. FOMTrace: Interactive Video Segmentation By Image Graphs and Fuzzy Object Models. T …

Generative Knowledge Transfer for Neural Language Models. Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines. Fast Face-swap Using Convolutional Neural Networks. A Factorization Approach to Inertial Affine Structure from Motion. Efficient L1-Norm Principal-Component Analysis via Bit Flipping. Structured Sparse Co …