Mathematics

Tensor Variable Elimination for Plated Factor Graphs ICML 2019 Testing Conditional Independence on Discrete Data using Stochastic Complexity AISTATS 2019 Testing Identity of Multidimensional Histograms COLT 2019 Testing Mixtures of Discrete Distributions COLT 2019 Testing Symmetric Markov Chains Without Hitting COLT 2019 Test without Trust: Optimal Locally Private Distribution Testing AISTATS 2019 The Adversarial Attack and Detection under the Fisher Information Metric AAAI 2019 The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation CVPR 2019 The Broad Optimality of Profile Maximum Likelihood NeurIPS 2019 The Geometry of Deep Networks: Power Diagram Subdivision NeurIPS 2019 The limits of Spanglish? NAACL 2019 The non-parametric bootstrap and spectral analysis in moderate and high-dimension AISTATS 2019 The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration IJCAI 2019 The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks JMLR 2019 The Scientization of Literary Study NAACL 2019 The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering AAAI 2019 The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising JMLR 2019 The Value Function Polytope in Reinforcement Learning ICML 2019 Thinning for Accelerating the Learning of Point Processes NeurIPS 2019 Tight Dimensionality Reduction for Sketching Low Degree Polynomial Kernels NeurIPS 2019 Tight Lower Bounds on the VC-dimension of Geometric Set Systems JMLR 2019 Tossing Coins Under Monotonicity AISTATS 2019 Towards a Method of Dynamic Vocal Tract Shapes Generation by Combining Static 3D and Dynamic 2D MRI Speech Data Interspeech 2019 Towards a Zero-One Law for Column Subset Selection NeurIPS 2019 Towards Practical Alternating Least-Squares for CCA NeurIPS 2019