Mathematics

Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings NeurIPS 2020 Well-Structured Committees IJCAI 2020 What if Neural Networks had SVDs? NeurIPS 2020 What time is it? Temporal Analysis of Novels EMNLP 2020 Worst-Case Analysis for Randomly Collected Data NeurIPS 2020 Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network AAAI 2020 HS^2: Active learning over hypergraphs with pointwise and pairwise queries AISTATS 2019 A Better Algorithm for Societal Tradeoffs AAAI 2019 A Calibration Metric for Risk Scores with Survival Data MLHC 2019 Accelerated Flow for Probability Distributions ICML 2019 Acceleration via Symplectic Discretization of High-Resolution Differential Equations NeurIPS 2019 Action-Sensitive Phonological Dependencies ACL 2019 Active Manifolds: A non-linear analogue to Active Subspaces ICML 2019 Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data JMLR 2019 Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes COLT 2019 Adaptive Sequence Submodularity NeurIPS 2019 ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls NeurIPS 2019 A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport NeurIPS 2019 A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions AISTATS 2019 Affine Invariant Covariance Estimation for Heavy-Tailed Distributions COLT 2019 A Framework for Approval-Based Budgeting Methods AAAI 2019 A framework for streamlined statistical prediction using topic models NAACL 2019 A General Framework for Symmetric Property Estimation NeurIPS 2019 Aggregating Incomplete Pairwise Preferences by Weight IJCAI 2019 A Graph Theoretic Additive Approximation of Optimal Transport NeurIPS 2019