Mathematics

Average-Case Communication Complexity of Statistical Problems COLT 2021 Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent NeurIPS 2021 Backdoor Decomposable Monotone Circuits and Propagation Complete Encodings AAAI 2021 Banach Space Representer Theorems for Neural Networks and Ridge Splines JMLR 2021 Batch greedy maximization of non-submodular functions: Guarantees and applications to experimental design JMLR 2021 Bayesian Quadrature on Riemannian Data Manifolds ICML 2021 Best-Effort Synthesis: Doing Your Best Is Not Harder Than Giving Up IJCAI 2021 Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation NeurIPS 2021 Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs EMNLP 2021 Bias and Variance of Post-processing in Differential Privacy AAAI 2021 Bias-corrected peaks-over-threshold estimation of the CVaR UAI 2021 Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021 Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021 Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ACL 2021 Black Box Probabilistic Numerics NeurIPS 2021 Bootstrapping the Error of Oja's Algorithm NeurIPS 2021 Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints COLT 2021 Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021 Budget-Constrained Coalition Strategies with Discounting IJCAI 2021 Budget Feasible Mechanisms Over Graphs AAAI 2021 Calculating the optimal step of arc-eager parsing for non-projective trees EACL 2021 Calibrated Adaptive Probabilistic ODE Solvers AISTATS 2021 Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NeurIPS 2021 Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling AAAI 2021 Cascade Size Distributions: Why They Matter and How to Compute Them Efficiently AAAI 2021