Numerical Analysis

Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms NeurIPS 2019 Convergence Guarantees for Adaptive Bayesian Quadrature Methods NeurIPS 2019 Convergence-Rate-Matching Discretization of Accelerated Optimization Flows Through Opportunistic State-Triggered Control NeurIPS 2019 Efficient Symmetric Norm Regression via Linear Sketching NeurIPS 2019 Fast Mean Estimation with Sub-Gaussian Rates COLT 2019 Gradient Dynamics of Shallow Univariate ReLU Networks NeurIPS 2019 Individual Differences of Airflow and Sound Generation in the Vocal Tract of Sibilant /s/ Interspeech 2019 Learning-Based Low-Rank Approximations NeurIPS 2019 Low-Precision Random Fourier Features for Memory-constrained Kernel Approximation AISTATS 2019 Minimal Solvers for Mini-Loop Closures in 3D Multi-Scan Alignment CVPR 2019 Multigrid Backprojection Super–Resolution and Deep Filter Visualization AAAI 2019 Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices JMLR 2019 Perturbation Analysis of the 8-Point Algorithm: A Case Study for Wide FoV Cameras CVPR 2019 Principal Component Projection and Regression in Nearly Linear Time through Asymmetric SVRG NeurIPS 2019 Shadowing Properties of Optimization Algorithms NeurIPS 2019 Sign-Full Random Projections AAAI 2019 Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NeurIPS 2019 Solving Vision Problems via Filtering ICCV 2019 Stability of Linear Structural Equation Models of Causal Inference UAI 2019 Sublinear Time Numerical Linear Algebra for Structured Matrices AAAI 2019 Tight Dimensionality Reduction for Sketching Low Degree Polynomial Kernels NeurIPS 2019 Towards a Method of Dynamic Vocal Tract Shapes Generation by Combining Static 3D and Dynamic 2D MRI Speech Data Interspeech 2019 A Bayes-Sard Cubature Method NeurIPS 2018 Analytical Derivatives of Rigid Body Dynamics Algorithms RSS 2018 An Iterative, Sketching-based Framework for Ridge Regression ICML 2018