Andrew R. Barron

Statistics and Probability · 1989–2008

A researcher in the Science corpus: 9 papers; trusts 10 researchers and is trusted by 185 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 16 citations into it
• Information Theory — 12 citations into it; #10 of 196 by trust here, #11 by citations
• Statistical Learning Theory — 10 citations into it; #77 of 1,038 by trust here, #142 by citations

Whom Andrew R. Barron trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Jorma Rissanen
2. Bernard Walter Silverman
3. Thomas M. Cover
4. Lucien Birgé
5. Bin Yu
6. David Haussler
7. Eric R. Ziegel
8. Robert Tibshirani
9. Chris S. Wallace
10. Eyal Kushilevitz

Who trusts Andrew R. Barron overall

1. Tong Zhang
2. Yuhong Yang
3. Peter D. Grünwald
4. Majid Janzamin
5. Xiaohong Chen
6. Yuanzhi Li
7. Taiji Suzuki
8. Peter L. Bartlett
9. Kenji Fukumizu
10. Raoul S. Kallabis

Papers from Andrew R. Barron's perspective

Ordered by how strongly the researchers Andrew R. Barron trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Information Theory and an Extension of the Maximum Likelihood Principle
3. The Elements of Statistical Learning
4. Minimum complexity density estimation
5. An Information Measure for Classification
6. Spline Models for Observational Data
7. A Formal Theory of Inductive Inference. Part II
8. A Distribution-Free Theory of Nonparametric Regression
9. [Least Angle Regression]: Discussion
10. Universal modeling and coding

Their papers

• Approximation and estimation bounds for artificial neural networks (2004) — 454 citations
• Fisher information inequalities and the central limit theorem (2001) — 186 citations
• Approximation and learning by greedy algorithms (2008) — 342 citations
• The consistency of posterior distributions in nonparametric problems (1999)
• The Minimum Description Length Principle in Coding and Modeling (1998)
• Universal approximation bounds for superpositions of a sigmoidal function (1993)
• APPROXIMATION OF DENSITY FUNCTIONS BY SEQUENCES OF EXPONENTIAL FAMILIES (1991)
• Minimum complexity density estimation (1991)
• Uniformly Powerful Goodness of Fit Tests (1989)