Concepedia

Miki Aoyagi

MA

7

Publications

263

Citations

7

H-Index

2004

Active since

Affiliations

Nihon University(Current)

Tokyo Institute of Technology

Miki Aoyagi is an author at Nihon University specializing in statistical inference, engineering, and statistics.

Top concepts

StatisticsEngineeringStatistical InferenceBayesian InferenceMachine LearningEstimation TheoryApproximation TheoryProbabilityData ScienceUncertainty Quantification

Publications per year

2004–2013

7

Publications

7

Stochastic complexities of reduced rank regression in Bayesian estimation

Miki Aoyagi, Sumio Watanabe · Neural Networks · 2005 · 119 citations

Engineering, Statistical Inference, Reduced Rank Regression +2

Asymptotic analysis of Bayesian generalization error with Newton diagram

Keisuke Yamazaki, Miki Aoyagi, Sumio Watanabe · Neural Networks · 2009 · 42 citations

Bayesian Statistic, Bayesian Statistics, Engineering +7

Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity

Miki Aoyagi, Kenji Nagata · Neural Computation · 2012 · 38 citations

Learning Coefficient, Parameter Estimation, Vandermonde Matrix-type Singularity +14

Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation

Miki Aoyagi · 2010 · 24 citations

Stochastic Complexity, Bayesian Statistic, Engineering +12

The Generalization Error of Reduced Rank Regression in Bayesian Estimation

Miki Aoyagi, Sumio Watanabe · 2004 · 14 citations

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