BUILDING ENSEMBLES OF SURROGATES BY OPTIMAL CONVEX COMBINATION Martina Friese, Thomas Bartz-Beielstein SPOTSeven Lab, TH K¨ oln, Gummersbach, Germany ,

Source URL: bioma.ijs.si

• Statistics
• Numerical analysis
• Regression analysis
• Design of experiments
• Operations research
• Mathematics
• Linear algebra
• Surrogate model
• Mathematical optimization
• Ensemble learning
• Kriging
• Economic model

Bayesian Manifold Learning: The Locally Linear Latent Variable Model Mijung Park, Wittawat Jitkrittum, Ahmad Qamar∗, Zolt´an Szab´o, Lars Buesing†, Maneesh Sahani Gatsby Computational Neuroscience Unit

Source URL: www.gatsby.ucl.ac.uk

Zurich Open Repository and Archive University of Zurich Main Library Strickhofstrasse 39 CH-8057 Zurich

Source URL: www.zora.uzh.ch

• Statistics
• Regression analysis
• Estimation theory
• Actuarial science
• Statistical models
• Logistic regression
• Prediction
• Linear regression
• Generalized linear model
• Software quality
• Software testing
• Artificial neural network

LINEAR Blower Model LINE

Source URL: www.nitto-kohki.eu

First-Order Mixed Integer Linear Programming Geoffrey J. Gordon Machine Learning Department Carnegie Mellon University Pittsburgh, PA 15213

Source URL: select.cs.cmu.edu

• Logic
• Mathematical logic
• Abstraction
• Automated theorem proving
• Model theory
• Predicate logic
• Semantics
• Boolean algebra
• Resolution
• Cutting-plane method
• First-order logic
• Propositional calculus

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING Int. J. Numer. Meth. EngngPublished online in Wiley InterScience (www.interscience.wiley.com). DOI: nme.2746 Non-linear model reduction for uncer

Source URL: kiwi.mit.edu

Journal of Machine Learning Research2038 Submitted 12/08; Revised 5/09; Published 9/09 Ultrahigh Dimensional Feature Selection: Beyond The Linear Model Jianqing Fan

Source URL: jmlr.csail.mit.edu

Interpreting Tests of School VAM Validity By Joshua Angrist, Peter Hull, Parag Pathak, and Christopher Walters∗ models, and develops an empirical Bayes strategy that uses lotteries to improve estimates of school qualit

Source URL: seii.mit.edu

• Econometrics
• Regression analysis
• Parametric statistics
• Estimation theory
• Least squares
• Instrumental variable
• Linear regression
• Ordinary least squares
• Simultaneous equations model
• Heteroscedasticity
• Coefficient of determination
• Normal distribution

A uniform quantitative form of sequential weak compactness and Baillon’s nonlinear ergodic theorem Ulrich Kohlenbach July 27, 2011

Source URL: www.mathematik.tu-darmstadt.de

• Operator theory
• Linear algebra
• Compactness theorem
• Model theory
• Arithmetic function
• Hilbert space
• Harmonic analysis

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