Journal of Machine Learning Research–2213 Submitted; PublishedNoisy-OR Component Analysis and its Application to Link Analysis

Source URL: people.cs.pitt.edu

• Statistics
• Estimation theory
• Statistical models
• Bayesian statistics
• Statistical natural language processing
• Statistical theory
• Expectationmaximization algorithm
• Variational Bayesian methods
• Mixture model
• Exponential family
• Latent Dirichlet allocation
• Likelihood function

Journal of Machine Learning Research) ?? Submitted ??; Published ?? Posterior Regularization for Structured Latent Variable Models Kuzman Ganchev

Source URL: www.seas.upenn.edu

• Statistics
• Estimation theory
• Statistical theory
• Expectationmaximization algorithm
• Maximum likelihood estimation
• KullbackLeibler divergence
• Sufficient statistic
• Likelihood function
• Gamma distribution
• Generalized coordinates

Journal of Machine Learning Research X (201X) X-XX Submitted 10/13; Published X/XX The VC-Dimension of SQL Queries and Selectivity Estimation Through Sampling

Source URL: matteo.rionda.to

• Data management
• Data
• Computing
• Database management systems
• SQL
• Query optimization
• Data warehousing
• VC dimension
• Join
• Dimension
• Monotonic query

Journal of Machine Learning Research Submitted 5/06; Revised 10/06; Published 3/07 Consistent Feature Selection for Pattern Recognition in Polynomial Time

Source URL: www.jmlr.org

• Mathematical analysis
• Statistics
• Analysis
• Statistical classification
• Functional analysis
• Generalized functions
• Bayes classifier
• Expected value
• Normal distribution
• Distribution
• Limit of a function
• Naive Bayes classifier

ISSN No: International Journal & Magazine of Engineering, Technology, Management and Research A Monthly Peer Reviewed Open Access International e-Journal

Source URL: www.ijmetmr.com

• Information science
• Information retrieval
• Natural language processing
• Information
• Vector space model
• Statistical natural language processing
• Machine learning
• Tfidf
• Document classification
• Search engine indexing

Journal of Machine Learning Research) ??-?? Submitted; Revised; PublishedEfficient Online and Batch Learning using Forward Backward Splitting

Source URL: stanford.edu

• Mathematical optimization
• Convex analysis
• Convex optimization
• Subgradient method
• Gradient descent
• Lipschitz continuity
• Subderivative
• Support vector machine

Journal of Machine Learning Research 18:199–213, 2012 Proceedings of KDD-Cup 2011 competition Combining Predictors for Recommending Music: the False Positives’ approach to KDD Cup track 2

Source URL: jmlr.org

• Statistical classification
• Collective intelligence
• Recommender systems
• Collaboration
• Model selection
• Cross-validation
• Collaborative filtering
• Netflix Prize
• Support vector machine
• Cold start
• Regression analysis
• Star

ISSN No: International Journal & Magazine of Engineering, Technology, Management and Research A Peer Reviewed Open Access International Journal

Source URL: www.ijmetmr.com

• Dimension reduction
• Machine learning
• Statistical classification
• Multivariate statistics
• Naive Bayes classifier
• Pattern recognition
• Random projection
• Nonlinear dimensionality reduction
• Principal component analysis
• Matrix
• JohnsonLindenstrauss lemma
• Compressed sensing

Journal of Machine Learning Research–217 Submitted 8/03; Published 2/04 Generalization Error Bounds for Threshold Decision Lists Martin Anthony

Source URL: www.maths.lse.ac.uk

• Artificial neural networks
• Decision trees
• Generalization error
• Perceptron
• Decision tree model
• Artificial neuron
• Statistical classification
• VC dimension

Journal of Machine Learning Research Submitted 11/01; PublishedRademacher and Gaussian Complexities: Risk Bounds and Structural Results

Source URL: www.jmlr.org