Mathematics

An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021 A Non-commutative Extension of Lee-Seung's Algorithm for Positive Semidefinite Factorizations NeurIPS 2021 An Online Sequential Test for Qualitative Treatment Effects JMLR 2021 A Note on Sparse Generalized Eigenvalue Problem NeurIPS 2021 A novel notion of barycenter for probability distributions based on optimal weak mass transport NeurIPS 2021 Answering Regular Path Queries Under Approximate Semantics in Lightweight Description Logics AAAI 2021 A Nullspace Property for Subspace-Preserving Recovery ICML 2021 Application of kernel hypothesis testing on set-valued data UAI 2021 Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components NeurIPS 2021 Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021 A Priori Generalization Analysis of the Deep Ritz Method for Solving High Dimensional Elliptic Partial Differential Equations COLT 2021 Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph EMNLP 2021 A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance ICML 2021 A SAT-based Resolution of Lam's Problem AAAI 2021 A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples ICML 2021 A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration JMLR 2021 A Spectral Analysis of Dot-product Kernels AISTATS 2021 A Statistical Taylor Theorem and Extrapolation of Truncated Densities COLT 2021 A Stein Goodness-of-test for Exponential Random Graph Models AISTATS 2021 A surprisal–duration trade-off across and within the world’s languages EMNLP 2021 Asymptotic Normality, Concentration, and Coverage of Generalized Posteriors JMLR 2021 Asymptotics of the Bootstrap via Stability with Applications to Inference with Model Selection NeurIPS 2021 As You Like It: Localization via Paired Comparisons JMLR 2021 A theory of high dimensional regression with arbitrary correlations between input features and target functions: sample complexity, multiple descent curves and a hierarchy of phase transitions ICML 2021 A Unified Framework for Spectral Clustering in Sparse Graphs JMLR 2021