Mathematics

AND/OR branch-and-bound for computational protein design optimizing K* UAI 2022 An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022 An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NeurIPS 2022 A new constructive criterion for Markov equivalence of MAGs UAI 2022 A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022 An Exact Algorithm with New Upper Bounds for the Maximum k-Defective Clique Problem in Massive Sparse Graphs AAAI 2022 An Exact MaxSAT Algorithm: Further Observations and Further Improvements IJCAI 2022 An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees ICML 2022 Anonymized Histograms in Intermediate Privacy Models NeurIPS 2022 Answering Queries with Negation over Existential Rules AAAI 2022 A permutation-free kernel two-sample test NeurIPS 2022 A Perturbation-Based Kernel Approximation Framework JMLR 2022 A Pilot Study on the Collection and Computational Analysis of Linguistic Differences Amongst Men and Women in a Kuwaiti Arabic WhatsApp Dataset EMNLP 2022 Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss NeurIPS 2022 Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets ICML 2022 Approximate Secular Equations for the Cubic Regularization Subproblem NeurIPS 2022 A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022 A Private and Computationally-Efficient Estimator for Unbounded Gaussians COLT 2022 A Probabilistic Graph Coupling View of Dimension Reduction NeurIPS 2022 A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022 A Random Matrix Perspective on Random Tensors JMLR 2022 A Riemannian Framework for Analysis of Human Body Surface WACV 2022 A sharp NMF result with applications in network modeling NeurIPS 2022 A Statistical Manifold Framework for Point Cloud Data ICML 2022 A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022