Shuheng Zhou

According to our database, Shuheng Zhou authored at least 21 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Debiasing and a local analysis for population clustering using semidefinite programming.

Shuheng Zhou

CoRR, 2024

Sharper Rates of Convergence for the Tensor Graphical Lasso Estimator.

Shuheng Zhou, Kristjan H. Greenewald

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Semidefinite programming on population clustering: a global analysis.

Shuheng Zhou

CoRR, 2023

2021

Developing an Interdisciplinary Data Science Program.

Mariam Salloum, Daniel R. Jeske, Wenxiu Ma, Vagelis Papalexakis, Christian R. Shelton, Vassilis J. Tsotras, Shuheng Zhou

Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021

2019

Precision Matrix Estimation with Noisy and Missing Data.

Roger Fan, Byoungwook Jang, Yuekai Sun, Shuheng Zhou

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.

Kristjan H. Greenewald, Seyoung Park, Shuheng Zhou, Alexander Giessing

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.

T.-H. Hubert Chan, Anupam Gupta, Bruce M. Maggs, Shuheng Zhou

ACM Trans. Algorithms, 2016

2013

On Convergence of Kronecker Graphical Lasso Algorithms.

Theodoros Tsiligkaridis, Alfred O. Hero III, Shuheng Zhou

IEEE Trans. Signal Process., 2013

The Bigraphical Lasso.

Alfredo A. Kalaitzis, John D. Lafferty, Neil D. Lawrence, Shuheng Zhou

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Reconstruction from Anisotropic Random Measurements.

Mark Rudelson, Shuheng Zhou

Proceedings of the COLT 2012, 2012

Kronecker graphical lasso.

Theodoros Tsiligkaridis, Alfred O. Hero III, Shuheng Zhou

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011

High-dimensional Covariance Estimation Based On Gaussian Graphical Models.

Shuheng Zhou, Philipp Rütimann, Min Xu, Peter Bühlmann

J. Mach. Learn. Res., 2011

2010

Edge Disjoint Paths in Moderately Connected Graphs.

Satish Rao, Shuheng Zhou

SIAM J. Comput., 2010

Time varying undirected graphs.

Shuheng Zhou, John D. Lafferty, Larry A. Wasserman

Mach. Learn., 2010

2009

Compressed and Privacy-Sensitive Sparse Regression.

Shuheng Zhou, John D. Lafferty, Larry A. Wasserman

IEEE Trans. Inf. Theory, 2009

Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation.

Shuheng Zhou

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.

Shuheng Zhou, Katrina Ligett, Larry A. Wasserman

Proceedings of the IEEE International Symposium on Information Theory, 2009

2008

Learning Balanced Mixtures of Discrete Distributions with Small Sample

Shuheng Zhou

CoRR, 2008

2007

A rigorous analysis of population stratification with limited data.

Kamalika Chaudhuri, Eran Halperin, Satish Rao, Shuheng Zhou

Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2007

Compressed Regression.

Shuheng Zhou, John D. Lafferty, Larry A. Wasserman

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

Separating Populations with Wide Data: A Spectral Analysis.

Avrim Blum, Amin Coja-Oghlan, Alan M. Frieze, Shuheng Zhou

Proceedings of the Algorithms and Computation, 18th International Symposium, 2007