Mathematics

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 Unique sparse decomposition of low rank matrices NeurIPS 2021 Unitary Branching Programs: Learnability and Lower Bounds ICML 2021 Unlinked Monotone Regression JMLR 2021 Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021 Updating the Belief Promotion Operator IJCAI 2021 UZWORDNET: A Lexical-Semantic Database for the Uzbek Language EACL 2021 Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds ACML 2021 Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices NeurIPS 2021 Viewing Graph Solvability via Cycle Consistency ICCV 2021 Vitality Indices are Equivalent to Induced Game-Theoretic Centralities IJCAI 2021 Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations JMLR 2021 Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects AISTATS 2021 What About the Precedent: An Information-Theoretic Analysis of Common Law NAACL 2021 Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NeurIPS 2021 Why Adversarial Interaction Creates Non-Homogeneous Patterns: A Pseudo-Reaction-Diffusion Model for Turing Instability AAAI 2021 XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021 γ-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator AISTATS 2021