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Matrix regularization
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#	Item
1	Implicit Regularization in Matrix Factorization Suriya Gunasekar, Blake Woodworth, Srinadh Bhojanapalli, Behnam Neyshabur, Nathan Srebro Matrix Estimation from Linear Measurementnts min F Add to Reading List Source URL: sgunasekar.github.io Language: English - Date: 2018-07-12 10:27:32
2	Structural Graphical Lasso for Learning Mouse Brain Connectivity Sen Yang Qian Sun Add to Reading List Source URL: peterwonka.net Language: English - Date: 2015-11-20 08:10:54 Statistics Estimation theory Inverse problems Dimension reduction Maximum likelihood estimation Lasso Graphical lasso Feature selection Estimation of covariance matrices Regularization Matrix Loss function
3	Sparse Models of Natural Language Text Dani Yogatama CMU-LTILanguage Technologies Institute School of Computer Science Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2015-08-18 01:45:01 Artificial intelligence Statistics Machine learning Learning Computational neuroscience Artificial neural networks Lasso Word embedding Language model Structured sparsity regularization Matrix regularization
4	Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms Franc¸ois Caron Univ. Oxford, Dept. of Statistics Oxford, OX1 3TG, UK Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-04-23 13:01:25
5	Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms Fran¸cois Caron Department of Statistics, Oxford STATLEARN 2014, Paris Add to Reading List Source URL: www.stats.ox.ac.uk Language: English - Date: 2014-04-06 17:22:23
6	arXiv:1108.2580v2 [cs.LG] 17 AugEfficient Multicore Collaborative Filtering Yao Wu Qiang Yan Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2012-01-03 11:14:17 Algebra Mathematics Matrix theory Linear algebra Singular value decomposition Recommender system Tikhonov regularization Collaborative filtering Machine learning Matrix decomposition Netflix Prize
7	Matrix regularization techniques for online multitask learning Alekh Agarwal Alexander Rakhlin Peter Bartlett Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2008-10-23 17:37:04
8	Microsoft PowerPoint - [Lecture 3] Sparse and Low-Rank Representation with Applications to Visual Content Analysis.pptx Add to Reading List Source URL: www.acml2014.jvn.edu.vn Language: English - Date: 2014-11-06 20:46:32 Machine learning Sparse matrix Inpainting Regularization Mathematics Applied mathematics Basis pursuit denoising Image processing Statistics Image denoising
9	Ergodic approximations via matrix regularization approach Add to Reading List Source URL: www.fixedpointtheoryandapplications.com Language: English Abstract algebra Linear map Transformation Toeplitz matrix Contraction mapping Algebra Mathematics Linear algebra
10	DELFT UNIVERSITY OF TECHNOLOGY REPORTComputational and Sensitivity Aspects of Eigenvalue-Based Methods for the Large-Scale Trust-Region Subproblem Marielba Rojas, Bjørn H. Fotland, and Trond Steihaug Add to Reading List Source URL: www.ewi.tudelft.nl Language: English - Date: 2012-03-08 04:45:37 Mathematics Eigenvalues and eigenvectors Eigenvalue algorithm Preconditioner QR algorithm Lanczos algorithm Regularization Arnoldi iteration Eigendecomposition of a matrix Algebra Linear algebra Numerical linear algebra

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