Aiyou Chen
Co-Authors
Google Publications
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Data Enriched Linear Regression
Aiyou Chen, Art Owen, Minghui Shi
Electronic Journal of Statistics, vol. 9 (2015), pp. 1078-1112 (to appear)
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Data enrichment for incremental reach estimation
Aiyou Chen, Jim Koehler, Art Owen, Nicolas Remy, Minghui Shi
Google Inc. (2014), pp. 1-21 (to appear)
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Donghui Yan, Aiyou Chen, Michael I Jordan
Computational Statistics and Data Analysis, vol. 66 (2013), pp. 178-192
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Pseudo-likelihood methods for community detection in large sparse networks
Arash A Amini, Aiyou Chen, Peter Bickel, Liza Levina
Annals of Statistics (2013), pp. 1-27
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Distinct counting with a self-learning bitmap
Aiyou Chen, Jin Cao, Larry Shepp, Tuan Nguyen
Journal of American Statistical Association, vol. 106 (2011), 879–890
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Efficient Spectral Neighborhood Blocking for Entity Resolution
Liangcai Shu, Aiyou Chen, Ming Xiong, Weiyi Meng
International Conference on Data Engineering 2011 (ICDE), IEEE, pp. 1-12
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The Method of Moments and Degree Distributions for Network Models
Peter Bickel, Aiyou Chen, Liza Levina
Annals of Statistics (2011)
Previous Publications
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Network Tomography: Identifiability and Fourier Domain Estimation
Aiyou Chen, Jin Cao, Tian Bu
IEEE Transactions on Signal Processing, vol. 58 (12) (2010), pp. 6029-6039
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A Regression Paradox for Linear Models: Sufficient Conditions and Relation to Simpson's Paradox
Aiyou Chen, Thomas Bengtsson, Tin Kam Ho
The American Statistician, vol. 63 (2009), pp. 218-225
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A nonparametric view of network models and Newman-Girvan and Other Modularities
Peter Bickel, Aiyou Chen
Proceedings of the National Academy of Sciences of USA, vol. 106 (2009), pp. 21068-21073
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Detecting subscribers using NATed devices in wireless data networks
Erran Li Li, Aiyou Chen, Tian Bu, Scott Miller
Bell Labs Technical Journals (2009), pp. 223-233
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Identifying High Cardinality Internet Hosts
Jin Cao, Jin Yu, Aiyou Chen, Tian Bu, Zhili Zhang
Proceedings of the 28th Conference on Computer Communications, IEEE INFOCOM (2009)
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Tracking Cardinality Distributions in Network Traffic
Aiyou Chen, Erran Li Li, Jin Cao
INFOCOM 2009, IEEE
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A Quasi-Likelihood Approach for accurate traffic matrix estimation in a high speed network
Jin Cao, Aiyou Chen
Proceedings of the 27th Conference on Computer Communications, IEEE INFOCOM (2008)
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A Fast and Compact Method for Unveiling Significant Patterns in High Speed Networks
Tian Bu, Jin Cao, Aiyou CHEN, Patrick Lee
Proceedings of the 26th IEEE International Conference on Computer Communications. IEEE INFOCOM (2007)
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A Simple and Efficient Estimation Method for Stream Expression Cardinalities
Aiyou Chen, Jin Cao, Tian Bu
Proceedings of the 33rd international conference on Very large data bases (VLDB) (2007)
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An Algorithm for Fast, Model-Free Tracking Indoors
Aiyou Chen, Christina Harko, Diane Lambert, P. A. Whiting
ACM SIGMOBILE Mobile Computing and Communications Review (2007)
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Network tomography based on 1-D projections
Aiyou Chen, Jin Cao
Complex Datasets and Inverse Problems: Tomography, Networks and Beyond (Regina Liu, William Strawderman and Cun-Hui Zhang, eds.) (2007), pp. 45-61
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Design and Evaluation of a Fast and Robust Worm Detection Algorithm
Tian Bu, Aiyou Chen, Scott Vander Wiel, Thomas Woo
INFOCOM 2006. 25th IEEE International Conference on Computer Communications. Proceedings
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Efficient independent component analysis
Aiyou CHEN, Peter Bickel
Annals of Statistics, vol. 34 (6) (2006), pp. 2825-2855
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Fast Kernel Density Independent Component Analysis
Independent Component Analysis and Blind Signal Separation (Lecture Notes in Computer Science), Springer Berlin / Heidelberg (2006), pp. 24-31
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Consistent independent component analysis and prewhitening
Aiyou Chen, Peter J Bickel
IEEE Transactions on Signal Processing, vol. 53 (10) (2005), pp. 3625 - 3632



