Shuheng Zhou

According to our database1, Shuheng Zhou authored at least 25 papers between 2004 and 2019.

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Bibliography

2019
Precision Matrix Estimation with Noisy and Missing Data.
CoRR, 2019

Precision Matrix Estimation with Noisy and Missing Data.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017
Time-dependent spatially varying graphical models, with application to brain fMRI data analysis.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016
On Hierarchical Routing in Doubling Metrics.
ACM Trans. Algorithms, 2016

2013
On Convergence of Kronecker Graphical Lasso Algorithms.
IEEE Trans. Signal Processing, 2013

Reconstruction From Anisotropic Random Measurements.
IEEE Trans. Information Theory, 2013

The Bigraphical Lasso.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Reconstruction from Anisotropic Random Measurements.
Proceedings of the COLT 2012, 2012

Kronecker graphical lasso.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011
High-dimensional Covariance Estimation Based On Gaussian Graphical Models.
J. Mach. Learn. Res., 2011

Reconstruction from anisotropic random measurements
CoRR, 2011

2010
Edge Disjoint Paths in Moderately Connected Graphs.
SIAM J. Comput., 2010

Time varying undirected graphs.
Machine Learning, 2010

2009
Compressed and Privacy-Sensitive Sparse Regression.
IEEE Trans. Information Theory, 2009

Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Differential privacy with compression.
Proceedings of the IEEE International Symposium on Information Theory, 2009

2008
Learning Balanced Mixtures of Discrete Distributions with Small Sample
CoRR, 2008

Time Varying Undirected Graphs.
Proceedings of the 21st Annual Conference on Learning Theory, 2008

2007
Compressed Regression
CoRR, 2007

A rigorous analysis of population stratification with limited data.
Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2007

Compressed Regression.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Separating Populations with Wide Data: A Spectral Analysis.
Proceedings of the Algorithms and Computation, 18th International Symposium, 2007

2006
Edge Disjoint Paths in Moderately Connected Graphs.
Proceedings of the Automata, Languages and Programming, 33rd International Colloquium, 2006

2005
On hierarchical routing in doubling metrics.
Proceedings of the Sixteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2005

2004
An Efficient QoS Routing Algorithm Based on Nonlinear Path Distance for Min-Sharing Interference and Load Balancing.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004


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