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Linear Algebra

480 directly classified papers

Papers per year

Papers

Error Analysis of Tensor-Train Cross Approximation NIPS 2022
KoPA: Automated Kronecker Product Approximation JMLR 2022
Fast algorithm for overcomplete order-3 tensor decomposition COLT 2022
Communication-efficient distributed eigenspace estimation with arbitrary node failures NIPS 2022
A sharp NMF result with applications in network modeling NIPS 2022
Faster Linear Algebra for Distance Matrices NIPS 2022
Noisy Riemannian Gradient Descent for Eigenvalue Computation with Application to Inexact Stochastic Recursive Gradient Algorithm ACML 2022
Random Tensor Theory for Tensor Decomposition AAAI 2022
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements AAAI 2022
Polynomial time guarantees for the Burer-Monteiro method NIPS 2022
On the equivalence of Oja’s algorithm and GROUSE AISTATS 2022
Scanline Homographies for Rolling-Shutter Plane Absolute Pose CVPR 2022
Improved rates for prediction and identification of partially observed linear dynamical systems ALT 2022
NTF of Spectral and Spatial Features for Tracking and Separation of Moving Sound Sources in Spherical Harmonic Domain INTERSPEECH 2022
Double Low-Rank Representation With Projection Distance Penalty for Clustering CVPR 2021
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds ACML 2021
Dynamic Trace Estimation NIPS 2021
Identification of Matrix Joint Block Diagonalization AISTATS 2021
Homomorphic Sensing: Sparsity and Noise ICML 2021
Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers ICML 2021
Principal Bit Analysis: Autoencoding with Schur-Concave Loss ICML 2021
Heuristic Search for Approximating One Matrix in Terms of Another Matrix IJCAI 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021
Hessian Eigenspectra of More Realistic Nonlinear Models NIPS 2021
Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021