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Linear Algebra

480 directly classified papers

Papers per year

Papers

Private Matrix Approximation and Geometry of Unitary Orbits COLT 2022
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection EMNLP 2022
On a Connection Between Fast and Sparse Oblivious Subspace Embeddings AISTATS 2022
Optimal Query Complexities for Dynamic Trace Estimation NIPS 2022
Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022
A sharp NMF result with applications in network modeling NIPS 2022
Faster Linear Algebra for Distance Matrices NIPS 2022
NTF of Spectral and Spatial Features for Tracking and Separation of Moving Sound Sources in Spherical Harmonic Domain INTERSPEECH 2022
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization ICML 2022
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees ICML 2022
Communication-efficient distributed eigenspace estimation with arbitrary node failures NIPS 2022
KoPA: Automated Kronecker Product Approximation JMLR 2022
A Perturbation-Based Kernel Approximation Framework JMLR 2022
Power Iteration for Tensor PCA JMLR 2022
Novel Min-Max Reformulations of Linear Inverse Problems JMLR 2022
Error Analysis of Tensor-Train Cross Approximation NIPS 2022
Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time ICML 2022
Random Tensor Theory for Tensor Decomposition AAAI 2022
Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NIPS 2022
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs NAACL 2022
Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022
Understanding Doubly Stochastic Clustering ICML 2022
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements AAAI 2022
Generalization Bounds for Data-Driven Numerical Linear Algebra COLT 2022
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs NIPS 2022