Case Study 4: Collaborative Filtering Probabilistic Models for Matrix Factorization Cold-Start Problem Machine Learning/Statistics for Big Data

Source URL: courses.cs.washington.edu

Journal of Machine Learning Research Submitted 7/09; Revised 11/09; Published 1/10 Online Learning for Matrix Factorization and Sparse Coding Julien Mairal

Source URL: www.jmlr.org

Matrix Factorization and Factorization Machines for Recommender Systems Chih-Jen Lin Department of Computer Science National Taiwan University

Source URL: www.csie.ntu.edu.tw

COMPUTING THE PARTITION FUNCTION FOR PERFECT MATCHINGS IN A HYPERGRAPH Alexander Barvinok and Alex Samorodnitsky September 2011 Abstract. Given non-negative weights wS on the k-subsets S of a km-element

Source URL: www.math.lsa.umich.edu

• Graph theory
• Mathematics
• Hypergraphs
• Bipartite graph
• Line graph
• Matching
• Graph factorization
• Permanent
• Line graph of a hypergraph
• Packing in a hypergraph

Matrix Factorization and Factorization Machines for Recommender Systems Chih-Jen Lin Department of Computer Science National Taiwan University

Source URL: www.csie.ntu.edu.tw

ALNUTH Version 3.0.0, October 2011 — ALgebraic NUmber THeory and an interface to

Source URL: www.gap-system.org

• Polynomials
• Algebraic structures
• Algebra
• Field theory
• Ring theory
• PARI/GP
• Algebraic number field
• Field
• Factorization of polynomials
• Exponentiation
• Matrix
• Factorization

Machine Learning Techniques (機器學習技法) Lecture 15: Matrix Factorization Hsuan-Tien Lin (林軒田)

Source URL: www.csie.ntu.edu.tw

LEARNING TO SEGMENT SONGS WITH ORDINAL LINEAR DISCRIMINANT ANALYSIS Brian McFee Daniel P.W. Ellis Center for Jazz Studies

Source URL: bmcfee.github.io

• Statistics
• Multivariate statistics
• Data analysis
• Mathematics
• Image segmentation
• Cluster analysis
• Hierarchical clustering
• Non-negative matrix factorization
• Self-similarity matrix
• Market segmentation
• Principal component analysis
• Pattern recognition

Non-Parametric Discrete Mixture Model Recovery via Nonnegative Matrix Factorization Stefan Karpinski, John R. Gilbert, Elizabeth M. Belding Department of Computer Science University of California, Santa Barbara {sgk,gilb

Source URL: karpinski.org

• Algebra
• Mathematics
• Matrix theory
• Linear algebra
• Multivariate statistics
• Non-negative matrix factorization
• KullbackLeibler divergence
• Probability distribution
• Singular value decomposition
• Mixture model
• Euclidean algorithm
• Matrix decomposition

Introduction to Number Theory Supplement on Gaussian Integers Spring 2016 Last Updated: April 10, 2016 This is a brief supplemental note on the Gaussian integers, written for my

Source URL: davidlowryduda.com

• Mathematics
• Algebra
• Abstract algebra
• Ring theory
• Algebraic number theory
• Commutative algebra
• Integer factorization algorithms
• Greatest common divisor
• Euclidean algorithm
• Unique factorization domain
• Factorization
• Gaussian integer