conftrace_
← Mathematics
Mathematics & Optimization › Mathematics ›

Linear Algebra

480 papers

Papers per year

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

Papers

The Noisy Power Method: A Meta Algorithm with Applications NIPS 2014
Robust Tensor Decomposition with Gross Corruption NIPS 2014
Subspace Embeddings for the Polynomial Kernel NIPS 2014
Multi-Scale Spectral Decomposition of Massive Graphs NIPS 2014
Provable Tensor Factorization with Missing Data NIPS 2014
Spectral Clustering of graphs with the Bethe Hessian NIPS 2014
Global Optimization Methods for Extended Fisher Discriminant Analysis AISTATS 2014
Low-Rank Spectral Learning AISTATS 2014
Finding the Subspace Mean or Median to Fit Your Need CVPR 2014
Depth Enhancement via Low-rank Matrix Completion CVPR 2014
Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD CVPR 2014
Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-rank Matrices CVPR 2014
Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning ICML 2014
Discriminative Features via Generalized Eigenvectors ICML 2014
Coordinate-descent for learning orthogonal matrices through Givens rotations ICML 2014
Circulant Binary Embedding ICML 2014
Multiresolution Matrix Factorization ICML 2014
Universal Matrix Completion ICML 2014
Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing ICML 2014
Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning JMLR 2014
Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors NIPS 2013
Low-Rank Matrix and Tensor Completion via Adaptive Sampling NIPS 2013
Geometric optimisation on positive definite matrices for elliptically contoured distributions NIPS 2013
Solving the multi-way matching problem by permutation synchronization NIPS 2013
Memory Limited, Streaming PCA NIPS 2013