Mathematics

A novel variational form of the Schatten-p quasi-norm NeurIPS 2020 A polynomial-time algorithm for learning nonparametric causal graphs NeurIPS 2020 Appearance Shock Grammar for Fast Medial Axis Extraction From Real Images CVPR 2020 Applications of Common Entropy for Causal Inference NeurIPS 2020 Approximate Representer Theorems in Non-reflexive Banach Spaces ALT 2020 A Practical Riemannian Algorithm for Computing Dominant Generalized Eigenspace UAI 2020 A QSAT Benchmark Based on Vertex-Folkman Problems (Student Abstract) AAAI 2020 A Randomized Algorithm to Reduce the Support of Discrete Measures NeurIPS 2020 A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent NeurIPS 2020 A Robust Functional EM Algorithm for Incomplete Panel Count Data NeurIPS 2020 A Robust Univariate Mean Estimator is All You Need AISTATS 2020 Assume-Guarantee Synthesis for Prompt Linear Temporal Logic IJCAI 2020 Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian Matrices COLT 2020 Asymptotic Risk of Bézier Simplex Fitting AAAI 2020 Asymptotics of Wide Networks from Feynman Diagrams ICLR 2020 A Three-Parameter Rank-Frequency Relation in Natural Languages ACL 2020 A Unified Framework for Structured Graph Learning via Spectral Constraints JMLR 2020 Automated Spectral Kernel Learning AAAI 2020 Automatic Verification of Liveness Properties in the Situation Calculus AAAI 2020 Balancing Gaussian vectors in high dimension COLT 2020 Bayesian Model Selection with Graph Structured Sparsity JMLR 2020 Bessel Smoothing and Multi-Distribution Property Estimation COLT 2020 Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles AAAI 2020 Bidirectional Heuristic Search: Expanding Nodes by a Lower Bound IJCAI 2020 Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020