conftrace_
← Mathematics
Mathematics & Optimization › Mathematics ›

Linear Algebra

480 papers

Papers per year

1
2
36
44
9
'05
'10
'15
'20
'25

Papers

Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NIPS 2022
Error Analysis of Tensor-Train Cross Approximation NIPS 2022
Communication-efficient distributed eigenspace estimation with arbitrary node failures NIPS 2022
A sharp NMF result with applications in network modeling NIPS 2022
Non-Gaussian Tensor Programs NIPS 2022
Polynomial time guarantees for the Burer-Monteiro method NIPS 2022
Subquadratic Kronecker Regression with Applications to Tensor Decomposition NIPS 2022
ATD: Augmenting CP Tensor Decomposition by Self Supervision NIPS 2022
Optimal Query Complexities for Dynamic Trace Estimation NIPS 2022
Faster Linear Algebra for Distance Matrices NIPS 2022
Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion NIPS 2022
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs NIPS 2022
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements AAAI 2022
Random Tensor Theory for Tensor Decomposition AAAI 2022
Noisy Riemannian Gradient Descent for Eigenvalue Computation with Application to Inexact Stochastic Recursive Gradient Algorithm ACML 2022
Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022
On the equivalence of Oja’s algorithm and GROUSE AISTATS 2022
On a Connection Between Fast and Sparse Oblivious Subspace Embeddings AISTATS 2022
Improved rates for prediction and identification of partially observed linear dynamical systems ALT 2022
Faster Noisy Power Method ALT 2022
Generalization Bounds for Data-Driven Numerical Linear Algebra COLT 2022
Private Matrix Approximation and Geometry of Unitary Orbits COLT 2022
Fast algorithm for overcomplete order-3 tensor decomposition COLT 2022
Automatic Color Image Stitching Using Quaternion Rank-1 Alignment CVPR 2022
Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation CVPR 2022