Numerical Analysis

Revisiting the P3P Problem CVPR 2023 Sampling-based Nyström Approximation and Kernel Quadrature ICML 2023 Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness AAAI 2023 Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems ICML 2023 Unifying Nesterov’s Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions ICML 2023 A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data NeurIPS 2022 A generalization of the randomized singular value decomposition ICLR 2022 Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss NeurIPS 2022 Approximate Secular Equations for the Cubic Regularization Subproblem NeurIPS 2022 A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NeurIPS 2022 Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022 Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022 Do Residual Neural Networks discretize Neural Ordinary Differential Equations? NeurIPS 2022 Dynamic Tensor Product Regression NeurIPS 2022 Error Analysis of Tensor-Train Cross Approximation NeurIPS 2022 Exact Optimal Accelerated Complexity for Fixed-Point Iterations ICML 2022 Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces NeurIPS 2022 GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision CVPR 2022 HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks AAAI 2022 Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems AAAI 2022 Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022 Improving sign-random-projection via count sketch UAI 2022 Iterative Double Sketching for Faster Least-Squares Optimization ICML 2022 Learning Green's functions associated with time-dependent partial differential equations JMLR 2022 Learning Interface Conditions in Domain Decomposition Solvers NeurIPS 2022