Peter J. Bickel

According to our database1, Peter J. Bickel authored at least 21 papers between 1994 and 2024.

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Bibliography

2024
Keep or toss? A nonparametric score to evaluate solutions for noisy ICA.
CoRR, 2024

2021
Learning from learning machines: a new generation of AI technology to meet the needs of science.
CoRR, 2021

2020
Comment: Ridge Regression and Regularization of Large Matrices.
Technometrics, 2020

2019
Sparse Canonical Correlation Analysis via Concave Minimization.
CoRR, 2019

2015
Spectral Clustering and Block Models: A Review And A New Algorithm.
CoRR, 2015

The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014
Comparative analysis of regulatory information and circuits across distant species Open.
Nat., 2014

Community Detection in Networks using Graph Distance.
CoRR, 2014

2013
Hypothesis Testing for Automated Community Detection in Networks.
CoRR, 2013

2012
Fitting community models to large sparse networks
CoRR, 2012

Asymptotic Normality of Maximum Likelihood and its Variational Approximation for Stochastic Blockmodels
CoRR, 2012

2010
Nonparametric identification of regulatory interactions from spatial and temporal gene expression data.
BMC Bioinform., 2010

2009
Statistics for sparse, high-dimensional, and nonparametric system identification.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2006
Some Theory for Generalized Boosting Algorithms.
J. Mach. Learn. Res., 2006

2005
Consistent independent component analysis and prewhitening.
IEEE Trans. Signal Process., 2005

2004
An approximate likelihood approach to nonlinear mixed effects models via spline approximation.
Comput. Stat. Data Anal., 2004

Maximum Likelihood Estimation of Intrinsic Dimension.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Robustness of Prewhitening Against Heavy-Tailed Sources.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2001
The Earth Mover's Distance is the Mallows Distance: Some Insights from Statistics.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

1995
Estimating linear functionals of a PET image.
IEEE Trans. Medical Imaging, 1995

1994
Information Bounds and Nonparametric Maximum Likelihood Estimation (Piet Groeneboom and Jon A. Wellner).
SIAM Rev., 1994


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