Mathematics & Optimization

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 Trembling-Hand Perfection and Correlation in Sequential Games AAAI 2021 Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits JMLR 2021 Two Influence Maximization Games on Graphs Made Temporal IJCAI 2021 Two-Sided Matching Meets Fair Division IJCAI 2021 Two-Sided Wasserstein Procrustes Analysis IJCAI 2021 Two-Stage Facility Location Games with Strategic Clients and Facilities IJCAI 2021 Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering ICML 2021 Type-WA*: Using Exploration in Bounded Suboptimal Planning IJCAI 2021 UCB-based Algorithms for Multinomial Logistic Regression Bandits NeurIPS 2021 Unbalanced Feature Transport for Exemplar-Based Image Translation CVPR 2021 Unbalanced minibatch Optimal Transport; applications to Domain Adaptation ICML 2021 Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NeurIPS 2021 Uncertainty-aware sensitivity analysis using Rényi divergences UAI 2021 Unconstrained MAP Inference, Exponentiated Determinantal Point Processes, and Exponential Inapproximability AISTATS 2021 Understanding Bandits with Graph Feedback NeurIPS 2021 Understanding Deflation Process in Over-parametrized Tensor Decomposition NeurIPS 2021 Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization JMLR 2021 Unfolding-Model-Based Visualization: Theory, Method and Applications JMLR 2021 Uniform Concentration Bounds toward a Unified Framework for Robust Clustering NeurIPS 2021 Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting NeurIPS 2021 Unifying Width-Reduced Methods for Quasi-Self-Concordant Optimization NeurIPS 2021 UNIPoint: Universally Approximating Point Processes Intensities AAAI 2021