Mathematics

The Power of Factorial Powers: New Parameter settings for (Stochastic) Optimization ACML 2021 The Power of Literal Equivalence in Model Counting AAAI 2021 The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs IJCAI 2021 The Price of Connectivity in Fair Division AAAI 2021 The Sample Complexity of Robust Covariance Testing COLT 2021 The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits AAAI 2021 The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation NeurIPS 2021 The Value of Information When Deciding What to Learn NeurIPS 2021 Tighter Expected Generalization Error Bounds via Wasserstein Distance NeurIPS 2021 Tight sampling and discarding bounds for scenario programs with an arbitrary number of removed samples L4DC 2021 T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs NeurIPS 2021 Topic-Guided Abstractive Multi-Document Summarization EMNLP 2021 Top-k Ranking Bayesian Optimization AAAI 2021 Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks AAAI 2021 Tournaments in Computational Social Choice: Recent Developments IJCAI 2021 Toward Determining NFA Equivalence via QBFs (Student Abstract) AAAI 2021 Towards a Unified Information-Theoretic Framework for Generalization NeurIPS 2021 Tractable computation of expected kernels UAI 2021 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network AAAI 2021 Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network Modeling AAAI 2021 Transforms Based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization ICCV 2021 Treewidth-Aware Complexity in ASP: Not all Positive Cycles are Equally Hard AAAI 2021 Two Influence Maximization Games on Graphs Made Temporal IJCAI 2021 Two-Sided Wasserstein Procrustes Analysis IJCAI 2021 Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering ICML 2021