6.867 Machine learning, lecture 11 (Jaakkola) 1 Lecture topics: model selection criteria • Minimum description length (MDL)

Source URL: ocw.mit.edu

• Statistical theory
• M-estimators
• Bayesian statistics
• Information
• Maximum likelihood
• Mutual information
• Likelihood function
• Minimum description length
• Conditional entropy
• Estimation theory
• Information theory
• Statistics

INDUCTIVE INFERENCE THEORY — A UNIFIED APPROACH TO PROBLEMS IN PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE Ray J. Solomonoff Visiting Professor, Computer Learning Research Center

Source URL: world.std.com

• Computability theory
• Theory of computation
• Ray Solomonoff
• Prior probability
• Inductive inference
• Computable function
• Computability
• Probabilistic automaton
• Economic model
• Probability
• Artificial intelligence
• Statistics

Function Model Options Comments

Source URL: www.wellington.nsw.gov.au

VeriSmall: Verified Smallfoot Shape Analysis Andrew W. Appel Princeton University September 18, 2011

Source URL: www.cs.princeton.edu

• Function
• Logic
• Abstraction
• Functions and mappings
• Metalogic
• Model theory

Review of12 Boolean Function Complexity: Advances and Frontiers by Stasys Jukna Springer, pages, $85.00, HARDCOVER Review by

Source URL: www.thi.informatik.uni-frankfurt.de

• Circuit complexity
• Complexity classes
• Logic in computer science
• Switching lemma
• Circuit
• Boolean circuit
• NC
• AC
• Decision tree model
• Theoretical computer science
• Applied mathematics
• Computational complexity theory

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Source URL: www.hydrol-earth-syst-sci.net

• Model selection
• Hydrology
• Estimation theory
• GLUE
• Approximate Bayesian computation
• Bayes factor
• Likelihood function
• Akaike information criterion
• Statistical inference
• Statistics
• Bayesian statistics
• Statistical theory

Relational Programming with CrocoPat Dirk Beyer School of Computer and Communication Sciences Ecole Polytechnique Fédérale de Lausanne CH-1015 Lausanne, Switzerland

Source URL: www.sosy-lab.org

• Database theory
• Model theory
• Relational model
• Prolog
• Database
• Function
• Relational algebra
• Transitive closure
• Algorithm
• Mathematics
• Logic
• Mathematical logic

Non-Omniscience, Probabilistic Inference, and Metamathematics Paul Christiano∗ June 22, 2014 Abstract

Source URL: intelligence.org

• Metalogic
• Philosophical logic
• Model theory
• Deduction
• Entailment
• Probabilistic logic
• Axiom
• Function
• First-order logic
• Logic
• Mathematics
• Mathematical logic

Notes on nonseasonal ARIMA models Robert Nau Fuqua School of Business, Duke University 1. THE GENERAL THEORY So far we have looked at several different classes of models that might be used to predict a time

Source URL: people.duke.edu

• Noise
• Partial autocorrelation function
• Econometrics
• Regression analysis
• Moving-average model
• Autoregressive integrated moving average
• Autocorrelation
• Time series
• Data transformation
• Statistics
• Time series analysis
• Covariance and correlation

Better by design: Reshaping the CRE function for greater impact “A greater focus on strategy has helped CRE get closer to the core

Source URL: www.joneslanglasalle.com

• Real estate brokers
• Real estate
• Jones Lang LaSalle
• Corporate Real Estate
• Operating model
• LaSalle Investment Management
• Information Technology Infrastructure Library
• Investment management
• Business
• Management
• Strategic management