Mathematics

Towards Understanding Linear Word Analogies ACL 2019 Tracking the New Zealand English NEAR/SQUARE Merger Using Functional Principal Components Analysis Interspeech 2019 Trajectory Optimization on Manifolds: A Theoretically-Guaranteed Embedded Sequential Convex Programming Approach RSS 2019 Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering IJCAI 2019 Tree-Sliced Variants of Wasserstein Distances NeurIPS 2019 Trivializations for Gradient-Based Optimization on Manifolds NeurIPS 2019 Twitter Homophily: Network Based Prediction of User’s Occupation ACL 2019 Unbounded Orchestrations of Transducers for Manufacturing AAAI 2019 Unbounded Stress in Subregular Phonology ACL 2019 Understanding Sparse JL for Feature Hashing NeurIPS 2019 Uniform concentration and symmetrization for weak interactions COLT 2019 Uniform Convergence Rate of the Kernel Density Estimator Adaptive to Intrinsic Volume Dimension ICML 2019 Unifying Orthogonal Monte Carlo Methods ICML 2019 Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019 Using Graphs for Word Embedding with Enhanced Semantic Relations EMNLP 2019 Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ACL 2019 Vine copula structure learning via Monte Carlo tree search AISTATS 2019 Visualizing the PHATE of Neural Networks NeurIPS 2019 Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration ICML 2019 Zeno: Diagnosing Performance Problems with Temporal Provenance NSDI 2019 3D Registration of Curves and Surfaces Using Local Differential Information CVPR 2018 3D Semantic Trajectory Reconstruction From 3D Pixel Continuum CVPR 2018 A Bayes-Sard Cubature Method NeurIPS 2018 A Biresolution Spectral Framework for Product Quantization CVPR 2018 Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization NeurIPS 2018