Mathematics

Preference Orders on Families of Sets - When Can Impossibility Results Be Avoided? IJCAI 2018 Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences NeurIPS 2018 Probabilistic Joint Face-Skull Modelling for Facial Reconstruction CVPR 2018 Probability–Revealing Samples AISTATS 2018 (Probably) Concave Graph Matching NeurIPS 2018 Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data JMLR 2018 Quadrature-based features for kernel approximation NeurIPS 2018 QuantTree: Histograms for Change Detection in Multivariate Data Streams ICML 2018 Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018 Query Answering in Propositional Circumscription IJCAI 2018 Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures AISTATS 2018 Ranking Distributions based on Noisy Sorting ICML 2018 Rates of Convergence of Spectral Methods for Graphon Estimation ICML 2018 Real-World Repetition Estimation by Div, Grad and Curl CVPR 2018 Reconstructing Thin Structures of Manifold Surfaces by Integrating Spatial Curves CVPR 2018 Reducibility and Computational Lower Bounds for Problems with Planted Sparse Structure COLT 2018 Reducing Controversy by Connecting Opposing Views IJCAI 2018 Reducing Crowdsourcing to Graphon Estimation, Statistically AISTATS 2018 Regularized Optimal Transport and the Rot Mover's Distance JMLR 2018 Relating Leverage Scores and Density using Regularized Christoffel Functions NeurIPS 2018 Relevance in Structured Argumentation IJCAI 2018 Representation Tradeoffs for Hyperbolic Embeddings ICML 2018 RetGK: Graph Kernels based on Return Probabilities of Random Walks NeurIPS 2018 Reverse Iterative Volume Sampling for Linear Regression JMLR 2018 Robust Hypothesis Testing Using Wasserstein Uncertainty Sets NeurIPS 2018