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Loopy belief propagation for approximate inference: An empirical study. In:
- Proceedings of Uncertainty in AI,
, 1999
"... Abstract Recently, researchers have demonstrated that "loopy belief propagation" -the use of Pearl's polytree algorithm in a Bayesian network with loops -can perform well in the context of error-correcting codes. The most dramatic instance of this is the near Shannon-limit performanc ..."
Abstract
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Cited by 676 (15 self)
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. Introduction The task of calculating posterior marginals on nodes in an arbitrary Bayesian network is known to be NP hard In this paper we investigate the approximation performance of "loopy belief propagation". This refers to using the well-known Pearl polytree algorithm [12] on a Bayesian network
Behavioral theories and the neurophysiology of reward,
- Annu. Rev. Psychol.
, 2006
"... ■ Abstract The functions of rewards are based primarily on their effects on behavior and are less directly governed by the physics and chemistry of input events as in sensory systems. Therefore, the investigation of neural mechanisms underlying reward functions requires behavioral theories that can ..."
Abstract
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Cited by 187 (0 self)
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, contingency, prediction error, magnitude, probability, expected value, and variance. CONTENTS INTRODUCTION . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88 GENERAL IDEAS ON REWARD FUNCTION, AND A CALL FOR THEORY
Introduction to Special Section on
"... I am pleased to introduce this special section on centenarians and dementia. These articles were submitted as a group and are based on a symposium presented by the authors at the Annual Meeting of The Gerontological Society of America in No-vember 1997. The three papers provide critical and diverse ..."
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I am pleased to introduce this special section on centenarians and dementia. These articles were submitted as a group and are based on a symposium presented by the authors at the Annual Meeting of The Gerontological Society of America in No-vember 1997. The three papers provide critical and diverse
Introduction to Special Section on
"... I am pleased to introduce this special section on centenarians and dementia. These articles were submitted as a group and are based on a symposium presented by the authors at the Annual Meeting of The Gerontological Society of America in No-vember 1997. The three papers provide critical and diverse ..."
Abstract
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I am pleased to introduce this special section on centenarians and dementia. These articles were submitted as a group and are based on a symposium presented by the authors at the Annual Meeting of The Gerontological Society of America in No-vember 1997. The three papers provide critical and diverse
Introduction to the Special Section: Educational Paths, Social Inequalities and Life Trajectories Introduction to the Special Section Introduction to the Special Section: Educational Paths, Social Inequalities and Life Trajectories
"... Premise: aims and contexts of this special issue This special issue of the Italian Journal of Sociology of Education deals with 'Education paths, social inequalities and life trajectories'. When this special issue was first conceived, our purpose was to bring together scientists from diff ..."
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Premise: aims and contexts of this special issue This special issue of the Italian Journal of Sociology of Education deals with 'Education paths, social inequalities and life trajectories'. When this special issue was first conceived, our purpose was to bring together scientists from
Computing person and firm effects using linked longitudinal employer-employee data,” Center for Economic Studies, US Census Bureau,
, 2002
"... Abstract In this paper we provide the exact formulas for the direct least squares estimation of statistical models that include both person and firm effects. We also provide an algorithm for determining the estimable functions of the person and firm effects (the identifiable effects). The computati ..."
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Cited by 141 (16 self)
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in the explanation of log real compensation; however, the correlation between person and firm effects is negative, not weakly positive, in the exact solution. We also provide guidance for using the methods developed in earlier work to obtain an accurate approximation. Introduction Two related articles Abowd
Introduction to the special section on cognitive abilities: 100 years after Spearman’s
- General intelligence,’objectively determined and measured.” Journal of Personality and Social Psychology
, 2004
"... ..."
Special section Competence, social capital, and life adjustment: Introduction to Special section
"... In this Introduction, we highlight key themes in the conceptualization and measurement of social capital, drawing attention to its ..."
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In this Introduction, we highlight key themes in the conceptualization and measurement of social capital, drawing attention to its
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