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Linear Algebra

480 papers

Papers per year

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36
44
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Papers

Pass-efficient unsupervised feature selection NIPS 2013
Unsupervised Spectral Learning of Finite State Transducers NIPS 2013
Nyström Approximation for Large-Scale Determinantal Processes AISTATS 2013
Articulated and Restricted Motion Subspaces and Their Signatures CVPR 2013
Multi-target Tracking by Rank-1 Tensor Approximation CVPR 2013
Analytic Bilinear Appearance Subspace Construction for Modeling Image Irradiance under Natural Illumination and Non-Lambertian Reflectance CVPR 2013
Learning by Associating Ambiguously Labeled Images CVPR 2013
Uncalibrated Photometric Stereo for Unknown Isotropic Reflectances CVPR 2013
Tensor-Based Human Body Modeling CVPR 2013
Recursive Estimation of the Stein Center of SPD Matrices and Its Applications ICCV 2013
A Global Linear Method for Camera Pose Registration ICCV 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
Intersecting singularities for multi-structured estimation ICML 2013
Multilinear Multitask Learning ICML 2013
Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013
Similarity-based Clustering by Left-Stochastic Matrix Factorization JMLR 2013
Large-scale SVD and Manifold Learning JMLR 2013
Factoring nonnegative matrices with linear programs NIPS 2012
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound NIPS 2012
Spectral Learning of General Weighted Automata via Constrained Matrix Completion NIPS 2012
A new metric on the manifold of kernel matrices with application to matrix geometric means NIPS 2012
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NIPS 2012
Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures, Case-studies, and Consequences COLT 2012
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012