Mathematics & Optimization

Top-Down versus Bottom-Up Theories of Phonological Acquisition: A Big Data Approach Interspeech 2017 Top-k Supervise Feature Selection via ADMM for Integer Programming IJCAI 2017 Toroidal Constraints for Two-Point Localization Under High Outlier Ratios CVPR 2017 Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017 Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging IJCNLP 2017 Towards Decoding as Continuous Optimisation in Neural Machine Translation EMNLP 2017 Tracking Objects with Higher Order Interactions via Delayed Column Generation AISTATS 2017 Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process IJCAI 2017 Tractability in Structured Probability Spaces NeurIPS 2017 Training Deep Networks without Learning Rates Through Coin Betting NeurIPS 2017 Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages Interspeech 2017 Translation Synchronization via Truncated Least Squares NeurIPS 2017 Truncated Max-Of-Convex Models CVPR 2017 Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect JMLR 2017 Two-Sample Tests for Large Random Graphs Using Network Statistics COLT 2017 Unbiased estimates for linear regression via volume sampling NeurIPS 2017 Uncertainty Decoding with Adaptive Sampling for Noise Robust DNN-Based Acoustic Modeling Interspeech 2017 Uncovering Causality from Multivariate Hawkes Integrated Cumulants ICML 2017 Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NeurIPS 2017 Uniform Convergence Rates for Kernel Density Estimation ICML 2017 Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques JMLR 2017 Unsupervised Sequential Sensor Acquisition AISTATS 2017 Unsupervised Vanishing Point Detection and Camera Calibration From a Single Manhattan Image With Radial Distortion CVPR 2017 Uprooting and Rerooting Higher-Order Graphical Models NeurIPS 2017 Using Constraint Programming to solve a Cryptanalytic Problem IJCAI 2017