Mathematics & Optimization

Pseudo-Extended Markov chain Monte Carlo NeurIPS 2019 PTB Graph Parsing with Tree Approximation ACL 2019 Pure entropic regularization for metrical task systems COLT 2019 Pure Exploration with Multiple Correct Answers NeurIPS 2019 q-means: A quantum algorithm for unsupervised machine learning NeurIPS 2019 Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations NeurIPS 2019 Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization IJCAI 2019 Qualitative Spatial Logic over 2D Euclidean Spaces Is Not Finitely Axiomatisable AAAI 2019 Quantifying Fundamental Frequency Modulation as a Function of Language, Speaking Style and Speaker Interspeech 2019 Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization ICML 2019 Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection NeurIPS 2019 QUARCH: A New Quasi-Affine Reconstruction Stratum From Vague Relative Camera Orientation Knowledge ICCV 2019 Quasi-Perfect Stackelberg Equilibrium AAAI 2019 Query-focused Sentence Compression in Linear Time EMNLP 2019 Radial Distortion Triangulation CVPR 2019 Random Clique Covers for Graphs with Local Density and Global Sparsity UAI 2019 Random Dictators with a Random Referee: Constant Sample Complexity Mechanisms for Social Choice AAAI 2019 Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics JMLR 2019 Randomized Iterative Algorithms for Fisher Discriminant Analysis UAI 2019 Randomized Strategies for Robust Combinatorial Optimization AAAI 2019 Random Matrix Improved Covariance Estimation for a Large Class of Metrics ICML 2019 Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal Curves NeurIPS 2019 Random Projections with Asymmetric Quantization NeurIPS 2019 Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond NeurIPS 2019 Random Shuffling Beats SGD after Finite Epochs ICML 2019