Mathematics

Mining EL Bases with Adaptable Role Depth AAAI 2021 Mirror Descent and the Information Ratio COLT 2021 Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent AISTATS 2021 Mixing Time of Metropolis-Hastings for Bayesian Community Detection JMLR 2021 Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions JMLR 2021 Momentum Improves Optimization on Riemannian Manifolds AISTATS 2021 Multidimensional Scaling: Approximation and Complexity ICML 2021 MultiLink: Multi-Class Structure Recovery via Agglomerative Clustering and Model Selection CVPR 2021 Multi-Party Campaigning AAAI 2021 Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances: A Well Posed Problem? CVPR 2021 Multi-task Learning of Order-Consistent Causal Graphs NeurIPS 2021 Multiwavelet-based Operator Learning for Differential Equations NeurIPS 2021 Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications AISTATS 2021 Near-Optimal Confidence Sequences for Bounded Random Variables ICML 2021 Near Optimal Distributed Learning of Halfspaces with Two Parties COLT 2021 Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021 Near-Optimal Entrywise Sampling of Numerically Sparse Matrices COLT 2021 Nerfies: Deformable Neural Radiance Fields ICCV 2021 Network Satisfaction for Symmetric Relation Algebras with a Flexible Atom AAAI 2021 New Algorithms for Japanese Residency Matching IJCAI 2021 Non-asymptotic convergence bounds for Wasserstein approximation using point clouds NeurIPS 2021 Non-asymptotic Performance Guarantees for Neural Estimation of f-Divergences AISTATS 2021 Nonlinear Functional Output Regression: A Dictionary Approach AISTATS 2021 Nonparametric estimation of continuous DPPs with kernel methods NeurIPS 2021 Nonparametric Modeling of Higher-Order Interactions via Hypergraphons JMLR 2021