conftrace_
← Mathematics
Mathematics & Optimization › Mathematics ›

Linear Algebra

480 papers

Papers per year

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

Papers

Hessian Eigenspectra of More Realistic Nonlinear Models NIPS 2021
A Note on Sparse Generalized Eigenvalue Problem NIPS 2021
Optimal Sketching for Trace Estimation NIPS 2021
Fast and accurate randomized algorithms for low-rank tensor decompositions NIPS 2021
Dynamic Trace Estimation NIPS 2021
A Blind Block Term Decomposition of High Order Tensors AAAI 2021
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices AAAI 2021
Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion AAAI 2021
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds ACML 2021
Expert advice problem with noisy low rank loss ACML 2021
Identification of Matrix Joint Block Diagonalization AISTATS 2021
On the Faster Alternating Least-Squares for CCA AISTATS 2021
Fast Statistical Leverage Score Approximation in Kernel Ridge Regression AISTATS 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion AISTATS 2021
A Spectral Analysis of Dot-product Kernels AISTATS 2021
Learning a mixture of two subspaces over finite fields ALT 2021
Sparse sketches with small inversion bias COLT 2021
Reduced-Rank Regression with Operator Norm Error COLT 2021
Exponentially Improved Dimensionality Reduction for l1: Subspace Embeddings and Independence Testing COLT 2021
Double Low-Rank Representation With Projection Distance Penalty for Clustering CVPR 2021
Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction CVPR 2021
Transforms Based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization ICCV 2021
Low-Rank Tensor Completion by Approximating the Tensor Average Rank ICCV 2021
Faster Kernel Matrix Algebra via Density Estimation ICML 2021