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Numerical Analysis

294 directly classified papers

Papers per year

Papers

Low-Rank Registration Based Manifolds for Convection-Dominated PDEs AAAI 2021
Comparison of the Finite Element Method, the Multimodal Method and the Transmission-Line Model for the Computation of Vocal Tract Transfer Functions INTERSPEECH 2021
An analysis of Ermakov-Zolotukhin quadrature using kernels NIPS 2021
Solving high-dimensional parabolic PDEs using the tensor train format ICML 2021
A Deflation Based Fast and Robust Preconditioner for Bundle Adjustment WACV 2021
Communication-Efficient Distributed SVD via Local Power Iterations ICML 2021
A Comprehensively Tight Analysis of Gradient Descent for PCA NIPS 2021
The LF Model in the Frequency Domain for Glottal Airflow Modelling Without Aliasing Distortion INTERSPEECH 2021
Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model NIPS 2021
Analysis of stochastic Lanczos quadrature for spectrum approximation ICML 2021
Condition number bounds for causal inference UAI 2021
Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods NIPS 2021
Dynamic Trace Estimation NIPS 2021
Higher-order Derivatives of Weighted Finite-state Machines ACL 2021
A first-order primal-dual method with adaptivity to local smoothness NIPS 2021
Accumulations of Projections—A Unified Framework for Random Sketches in Kernel Ridge Regression AISTATS 2021
Few-Shot Data-Driven Algorithms for Low Rank Approximation NIPS 2021
Square Root Bundle Adjustment for Large-Scale Reconstruction CVPR 2021
Parametric Complexity Bounds for Approximating PDEs with Neural Networks NIPS 2021
Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021
Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021
On the Riemannian Search for Eigenvector Computation JMLR 2021
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples ICML 2021
Oblivious Sketching for Logistic Regression ICML 2021
Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021