Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo Ruslan Salakhutdinov Andriy Mnih

Source URL: www.cs.toronto.edu

Overlapping Community Detection at Scale: A Nonnegative Matrix Factorization Approach Jaewon Yang Jure Leskovec

Source URL: infolab.stanford.edu

Learning the β-Divergence in Tweedie Compound Poisson Matrix Factorization Models Umut S ¸ im¸sekli Dept. of Computer Engineering, Bo˘

Source URL: jmlr.org

Interactive Content Analysis: Evaluating Interactive Variants of Non-negative Matrix Factorisation and Latent Dirichlet Allocation as Qualitative Content Analysis Aids Aneesha Bakharia Bachelor of Engineering in Microele

Source URL: eprints.qut.edu.au

• Statistical natural language processing
• Research methods
• Evaluation methods
• Information retrieval
• Multivariate statistics
• Non-negative matrix factorization
• Analysis
• Content analysis
• Latent Dirichlet allocation
• Science
• Statistics
• Mathematics

Broken Into More Specific A1: Compare and/or order any real numbers (rational and irrational may be mixed). Conceptually compare and/or order any real numbers.... (The current statement makes it seem misleadingly

Source URL: www.paacademicreview.org

• Equations
• Polynomial
• Quadratic equation
• Factorization
• Exponentiation
• Monomial
• Matrix
• Number
• Linear equation
• Mathematics
• Elementary algebra
• Algebra

Scalable Recommendation with Poisson Factorization Prem Gopalan Jake M. Hofman David M. Blei

Source URL: www.jakehofman.com

• Variational Bayesian methods
• Latent Dirichlet allocation
• Recommender system
• Poisson distribution
• Non-negative matrix factorization
• Expectation–maximization algorithm
• Collaborative filtering
• Exponential family
• Statistics
• Bayesian statistics
• Multivariate statistics

Large-scale Parallel Collaborative Filtering for the Netflix Prize Yunhong Zhou, Dennis Wilkinson, Robert Schreiber and Rong Pan HP Labs, 1501 Page Mill Rd, Palo Alto, CA, 94304 {yunhong.zhou, dennis.wilkinson, rob.schre

Source URL: www.grappa.univ-lille3.fr

• Matrix theory
• Crowdsourcing
• Netflix Prize
• Multivariate statistics
• Singular value decomposition
• Netflix
• Recommender system
• Collaborative filtering
• Non-negative matrix factorization
• Algebra
• Mathematics
• Linear algebra

Non-negative Hidden Markov Modeling of Audio with Application to Source Separation Gautham J. Mysore1⋆ , Paris Smaragdis2 , and Bhiksha Raj3 1 Center for Computer Research in Music and Acoustics, Stanford University,

Source URL: mlsp.cs.cmu.edu

• Statistical models
• Qt
• Widget toolkits
• Hidden Markov model
• Markov chain
• Speech recognition
• Mixture model
• Non-negative matrix factorization
• Graphical model
• Software
• Statistics
• Markov models

A DATABASE AND CHALLENGE FOR ACOUSTIC SCENE CLASSIFICATION AND EVENT DETECTION Dimitrios Giannoulis† , Dan Stowell† , Emmanouil Benetos‡ , Mathias Rossignol§ , Mathieu Lagrange§ and Mark D. Plumbley† † Centre

Source URL: c4dm.eecs.qmul.ac.uk

• Matrix theory
• Non-negative matrix factorization
• Mel-frequency cepstrum
• Mathematics
• Signal processing
• Linear algebra

1 Visual Tracking via Online Non-negative Matrix Factorization Yi Wu*, Member, IEEE, Bin Shen*, and Haibin Ling, Member, IEEE Abstract—In visual tracking, holistic and part-based representations are both popular choic

Source URL: www.dabi.temple.edu

• Linear algebra
• Matrix theory
• Non-negative matrix factorization
• Online NMF
• Tracking
• Video tracking
• Matrix
• Lagrange multiplier
• Statistics
• Multivariate statistics
• Mathematics