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Linear Algebra

480 directly classified papers

Papers per year

Papers

Multilinear Multitask Learning ICML 2013
Automatic Kronecker Product Model Based Detection of Repeated Patterns in 2D Urban Images ICCV 2013
Optimal Orthogonal Basis and Image Assimilation: Motion Modeling ICCV 2013
Learning by Associating Ambiguously Labeled Images CVPR 2013
Articulated and Restricted Motion Subspaces and Their Signatures CVPR 2013
Multi-target Tracking by Rank-1 Tensor Approximation CVPR 2013
Uncalibrated Photometric Stereo for Unknown Isotropic Reflectances CVPR 2013
Tensor-Based Human Body Modeling CVPR 2013
Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors NIPS 2013
Low-Rank Matrix and Tensor Completion via Adaptive Sampling NIPS 2013
A Global Linear Method for Camera Pose Registration ICCV 2013
Large-scale SVD and Manifold Learning JMLR 2013
Analytic Bilinear Appearance Subspace Construction for Modeling Image Irradiance under Natural Illumination and Non-Lambertian Reflectance CVPR 2013
Similarity-based Clustering by Left-Stochastic Matrix Factorization JMLR 2013
Memory Limited, Streaming PCA NIPS 2013
Geometric optimisation on positive definite matrices for elliptically contoured distributions NIPS 2013
Unsupervised Spectral Learning of Finite State Transducers NIPS 2013
Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound NIPS 2012
A new metric on the manifold of kernel matrices with application to matrix geometric means NIPS 2012
A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally JMLR 2012
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012
Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures, Case-studies, and Consequences COLT 2012
Fast Approximation of Matrix Coherence and Statistical Leverage JMLR 2012
Factoring nonnegative matrices with linear programs NIPS 2012