Andrew R. Barron

Orcid: 0000-0002-2018-8288

According to our database1, Andrew R. Barron authored at least 48 papers between 1988 and 2023.

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Bibliography

2023
Improved MDL Estimators Using Fiber Bundle of Local Exponential Families for Non-exponential Families.
CoRR, 2023

2019
Sparse Regression Codes.
Found. Trends Commun. Inf. Theory, 2019

Complexity, Statistical Risk, and Metric Entropy of Deep Nets Using Total Path Variation.
CoRR, 2019

Improved MDL Estimators Using Local Exponential Family Bundles Applied to Mixture Families.
Proceedings of the IEEE International Symposium on Information Theory, 2019

2018
Approximation by Combinations of ReLU and Squared ReLU Ridge Functions With ℓ<sup>1</sup> and ℓ<sup>0</sup> Controls.
IEEE Trans. Inf. Theory, 2018

Approximation and Estimation for High-Dimensional Deep Learning Networks.
CoRR, 2018

2017
Minimax Compression and Large Alphabet Approximation Through Poissonization and Tilting.
IEEE Trans. Inf. Theory, 2017

Minimax lower bounds for ridge combinations including neural nets.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2014
Fast Sparse Superposition Codes Have Near Exponential Error Probability for $R<{\cal C}$.
IEEE Trans. Inf. Theory, 2014

Large Alphabet Compression and Predictive Distributions through Poissonization and Tilting.
CoRR, 2014

Stochastic Complexity for tree models.
Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Compression and predictive distributions for large alphabet i.i.d and Markov models.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Asymptotically minimax regret for models with hidden variables.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Information theoretic validity of penalized likelihood.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Bayesian properties of normalized maximum likelihood and its fast computation.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013
Properties of Jeffreys Mixture for Markov Sources.
IEEE Trans. Inf. Theory, 2013

Asymptotically minimax regret by Bayes mixtures for non-exponential families.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

2012
Least Squares Superposition Codes of Moderate Dictionary Size Are Reliable at Rates up to Capacity.
IEEE Trans. Inf. Theory, 2012

Introduction to the Issue on Signal Processing Methods in Finance and Electronic Trading.
IEEE J. Sel. Top. Signal Process., 2012

Fast Sparse Superposition Codes have Exponentially Small Error Probability for R < C
CoRR, 2012

High-rate sparse superposition codes with iteratively optimal estimates.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011
Analysis of fast sparse superposition codes.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Polar coding schemes for the AWGN channel.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010
Toward fast reliable communication at rates near capacity with Gaussian noise.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Least squares superposition codes of moderate dictionary size, reliable at rates up to capacity.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
<i>In Silico</i> Drug Screening Approach for the Design of Magic Bullets: A Successful Example with Anti-HIV Fullerene Derivatized Amino Acids.
J. Chem. Inf. Model., 2009

A model for pricing data bundles based on minimax risks for estimation of a location parameter.
Proceedings of the 2009 IEEE Information Theory Workshop, 2009

2008
MDL, penalized likelihood, and statistical risk.
Proceedings of the 2008 IEEE Information Theory Workshop, 2008

2007
Generalized Entropy Power Inequalities and Monotonicity Properties of Information.
IEEE Trans. Inf. Theory, 2007

2006
Information Theory and Mixing Least-Squares Regressions.
IEEE Trans. Inf. Theory, 2006

The Monotonicity of Information in the Central Limit Theorem and Entropy Power Inequalities.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005
Combining least-squares regressions: an upper-bound on mean-squared error.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2004
Exact minimax strategies for predictive density estimation, data compression, and model selection.
IEEE Trans. Inf. Theory, 2004

2001
Penalized least squares, model selection, convex hull classes and neural nets.
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000
Asymptotic minimax regret for data compression, gambling, and prediction.
IEEE Trans. Inf. Theory, 2000

1999
Mixture Density Estimation.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Estimation with two hidden layer neural nets.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
An Asymptotic Property of Model Selection Criteria.
IEEE Trans. Inf. Theory, 1998

The Minimum Description Length Principle in Coding and Modeling.
IEEE Trans. Inf. Theory, 1998

1997
Minimax redundancy for the class of memoryless sources.
IEEE Trans. Inf. Theory, 1997

Information Theory in Probability, Statistics, Learning, and Neural Nets (Abstract).
Proceedings of the Tenth Annual Conference on Computational Learning Theory, 1997

1994
Approximation and Estimation Bounds for Artificial Neural Networks.
Mach. Learn., 1994

1993
Universal approximation bounds for superpositions of a sigmoidal function.
IEEE Trans. Inf. Theory, 1993

1992
Distribution estimation consistent in total variation and in two types of information divergence.
IEEE Trans. Inf. Theory, 1992

1991
Correction to 'Minimum Complexity Density Estimation'.
IEEE Trans. Inf. Theory, 1991

Minimum complexity density estimation.
IEEE Trans. Inf. Theory, 1991

1990
Information-theoretic asymptotics of Bayes methods.
IEEE Trans. Inf. Theory, 1990

1988
A bound on the financial value of information.
IEEE Trans. Inf. Theory, 1988


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