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Regularization

Definition of the noun regularization

What does regularization mean as a name of something?

noun - plural: regularizations

  1. the condition of having been made regular (or more regular)
  2. the act of bringing to uniformity; making regular
    • lexical domain: Acts - nouns denoting acts or actions
    • alternative spelling: regularisation
    • synonym of regularization: regulation
    • more generic word: control = the activity of managing or exerting control over something

Alternative definition of the noun regularization

noun

  1. The act of making regular, of regularizing.

Explanation

  1. Regularization, in mathematics and statistics and particularly in the fields of machine learning and inverse problems, refers to a process of introducing additional information in order to solve an ill-posed problem or to prevent overfitting. This information is usually of the form of a penalty for complexity, such as restrictions for smoothness or bounds on the vector space norm.
  2. Regularization: In physics, especially quantum field theory, regularization is a method of dealing with infinite, divergent, and non-sensical expressions by introducing an auxiliary concept of a regulator. The correct physical result is obtained in the limit in which the regulator goes away, but the virtue of the regulator is that for its finite value, the result is finite.
    • also known as 正規化
  3. Regularization: In linguistics, regularization is a phenomenon in language acquisition and language development, whereby irregular forms in morphology, syntax, etc., are replaced by regular ones. Examples are "gooses" instead of "geese" in child speech and replacement of the Middle English plural form for "cow", "kine", with "cows".

Printed dictionaries and other books with definitions for Regularization

Click on a title to look inside that book (if available):

Google previewExploratory Vision (1996)

The Active Eye by Michael S. Landy

Regularization is a least squares method and the algorithms produced by regularization average data over local neighborhoods. The calculation has...

Google previewQuantum Spaces (2007)

Poincaré Seminar 2007 by Vincent Rivasseau

Dimensional regularization means that Feynman amplitudes are meromorphic in the spacetime dimension D. This can be conveniently proved in the Complete Mellin representation [98,99] in which the dependence in D occurs in explicit Γ ...

Google previewThe Quantum Quark (2004)

by Andrew Watson

What's weird about dimensional regularization is that this number, the dimension, does not ...

Google previewTen Physical Applications of Spectral Zeta Functions (2008)

by Emilio Elizalde

Zeta-function regularization is a powerful method in perturbation theory. This book is meant as a guide for the student of this subject.

Google previewApplication of Optimal Control Theory to Enhanced Oil Recovery (1987)

by W. Fred Ramirez

Regularization is a fourth way of tackling the ill-posedness or nonuniqueness of the identification problem. This method works on the stability of the inverse problem (Seinfeld and Kravaris, 1982 ; ...

Google previewLinear Models with R (2016)

by CTI Reviews

Tikhonov regularization is the most commonly used ...

Google previewCorrection Techniques in Emission Tomography (2012)

by Mohammad Dawood, Xiaoyi Jiang, Klaus Schäfers

Elastic regularization is a common choice in medical imaging. More information about regularization and additional constraints can be found in [18, 43, 46]. 7.4. 1.2 Similarity measure To take up the questions that came up at the very beginning ...

Google previewConflict in History, Measuring Symmetry, Thermodynamic Modeling and Other Work (2011)

by Dennis Glenn Collins

Regularization is a way of removing instability. The models are from generalized statistical mechanics of Gibbs, E.T. Jaynes, and Ising. INTRODUCTION The objective of this paper is to extend the model of the author's previous paper ...

Google preview3-D Shape Estimation and Image Restoration (2007)

Exploiting Defocus and Motion-Blur by Paolo Favaro, Stefano Soatto

Regularization is a broad topic that is well beyond the scope of this book. In Appendix F we only summarize the elements that are crucial to the design of shape from defocus algorithms, and refer the reader to [Kirsch, 1996] for more details.

Google previewSignal Processing for Cognitive Radios (2014)

by Sudharman K. Jayaweera

Tikhonov regularization: Regularization is an often used approach to improve the smoothness and the generalization properties of a least squares estimate. SUMMARY 425 O O O It modifies the least squares “Jayaweera_Driver” — 2014/ 9/29 ...

Google previewSingularities in Gravitational Systems (2002)

Applications to Chaotic Transport in the Solar System by Daniel Benest, Claude Froeschle

bodies become, during such close encounters, very small and induce singularities; one of the solutions found for “rubbing out” these singularities during the integration is called regularization, which uses transformations on space and time.

Google previewEncyclopaedia of Mathematics (2013)

Monge — Ampère Equation — Rings and Algebras by M. Hazewinkel

REGULARIZATION METHOD minima in its domain of definition Fo, then this problem can be reduced to that (see [1] for some details) of finding an element z, in the set F5 s) Fo that minimizes the functional M“[z, A, u} = pi(Az, u)+cosz].

Google previewEncyclopedia of Governance (2007)

by Mark Bevir

To distinguish the theoretical focus from the Anglo-Saxon literature, Bob Jessop has suggested translating régulation into English as “regularization” or “ normalization” to avoid confusion with an analysis of administrative rule making.

Google previewEncyclopedia of Polymer Blends, Volume 2 (2016)

Processing by Avraam I. Isayev, Sanjay Palsule

Tikhonovs regularization method for illposed problems: a comparison of different methods for the determination of the regularization parameter. , 2, 17–30. Elster, C., Honerkamp, J., and Weese, J. ( 1991) ...

Google previewGeostatistical Glossary and Multilingual Dictionary (1991)

by Ricardo A. Olea, International Association for Mathematical Geology. Committee on Geostatistics

Regularization the graph of this equation is called the regression line. Provided the...

REGULARIZATION.

Google previewDictionary of Material Science and High Energy Physics (2001)

by Dipak K. Basu

regularization A modification of a theory that renders divergent integrals finite. In a quantum field theory, divergent momentum integrals generally arise when radiative corrections are calculated.

Google previewA Dictionary of Varieties of English (2013)

by Raymond Hickey

regularization. The alteration oftwo or moreformsin avariety torender theirdistribution more regular, forexample theuse of were fortheentire past of be , orthe distribution of was for positive statements and were fornegative ones. SeeVERB BE ...

Google previewThe SAGE Encyclopedia of Industrial and Organizational Psychology (2016)

by Steven G. Rogelberg

Regularization. One of the defining aspects of machine learning is its emphasis on crossvalidation. Although crossvalidation is used in the organizational sciences, it is essentially a sine qua non in machine learning. A technique is generally ...

Google previewConcise Encyclopedia of Languages of the World (2010)

Such changes might include the reduction of consonant clusters; the regularization of word stress and speech rhythm; the simplification of verb phrase grammar, perhaps accompanied by an increase in the range of grammatical particles; the ...

Google previewDictionary of Computer Vision and Image Processing (2013)

by Robert B. Fisher, Toby P. Breckon, Kenneth Dawson-Howe, Andrew Fitzgibbon, Craig Robertson, Emanuele Trucco, Christopher K. I. Williams

regularization: A class of mathematical techniques to solve an illposed problem. In essence, to determine a single solution, one introduces the constraint thatthesolutionmustbe smooth, in the intuitive sense that similar ...

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Video about Regularization

Regularization Meaning

Video shows what regularization means. The act of making regular, of regularizing.. Regularization Meaning. How to pronounce, definition audio dictionary.

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Scrabble value of R1E1G2U1L1A1R1I1Z10A1T1I1O1N1

The value of this 14-letter word is 24 points, but it's not an accepted word in the Official Scrabble Players Dictionary.

Anagrams of REGULARIZATION

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