Matrix Completion with Noisy Side Information ∗ Kai-Yang Chiang∗ Cho-Jui Hsieh † Inderjit S. Dhillon ∗ †

Source URL: www.cs.utexas.edu

Goal-Directed Inductive Matrix Completion Si Si Kai-Yang Chiang Cho-Jui Hsieh

Source URL: www.cs.utexas.edu

Matrix Factorization and Matrix Completion Piyush Rai Machine Learning (CS771A) Sept 21, 2016 Machine Learning (CS771A)

Source URL: cse.iitk.ac.in

Contemporary Mathematics Volume 658, 2016 http://dx.doi.orgconmInvariance of total positivity of a matrix under entry-wise perturbation and completion problems

Source URL: www-home.htwg-konstanz.de

A Simpler Approach to Matrix Completion Benjamin Recht Department of Computer Sciences, University of Wisconsin-Madison 1210 W Dayton St, Madison, WIemail:

Source URL: pages.cs.wisc.edu

1 Tensor Completion for Estimating Missing Values in Visual Data Ji Liu, Przemyslaw Musialski, Peter Wonka, and Jieping Ye Abstract—In this paper we propose an algorithm to estimate missing values in tensors of visual

Source URL: peterwonka.net

• Linear algebra
• Matrix theory
• Tensors
• Mathematical optimization
• Numerical linear algebra
• Matrix completion
• Tensor rank decomposition
• Low-rank approximation
• Singular value decomposition
• Matrix
• Tensor
• Semidefinite programming

JMLR: Workshop and Conference Proceedings vol 40:1–28, 2015 Fast Exact Matrix Completion with Finite Samples Prateek Jain PRAJAIN @ MICROSOFT. COM

Source URL: jmlr.org

• Matrix theory
• Numerical linear algebra
• Functional analysis
• Matrix completion
• Operator theory
• NC
• Low-rank approximation
• Singular value decomposition
• Matrix
• Differential forms on a Riemann surface
• Spectral theory of ordinary differential equations

Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms Franc¸ois Caron Univ. Oxford, Dept. of Statistics Oxford, OX1 3TG, UK

Source URL: papers.nips.cc

Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms Fran¸cois Caron Department of Statistics, Oxford STATLEARN 2014, Paris

Source URL: www.stats.ox.ac.uk

Case Study 4: Collaborative Filtering Collaborative Filtering Matrix Completion Alternating Least Squares Machine Learning/Statistics for Big Data

Source URL: courses.cs.washington.edu