Neural networks and statistical inference: seeking robust and efficient learning

DOI10.1016/S0167-9473(99)00089-4zbMath0940.62003MaRDI QIDQ1566656

Enrico Capobianco

Publication date: 4 June 2000

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Foundations and philosophical topics in statistics (62A01) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Comparison of the performance of multi-layer perceptron and linear regression for epidemiological data ⋮ Forecasting nonlinear time series with neural network sieve bootstrap

Cites Work

• Profile likelihood and conditionally parametric models
• On optimal B-robust influence functions in semiparametric models
• Semiparametric efficiency bounds
• The Asymptotic Variance of Semiparametric Estimators
• Estimation of Network Parameters in Semiparametric Stochastic Perceptron
• Influence Function Analysis of PCA and BCM Learning
• Robust Statistics
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