Charles Zheng

According to our database, Charles Zheng authored at least 15 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Whole-brain multivariate hemodynamic deconvolution for functional MRI with stability selection.

Eneko Uruñuela, Javier Gonzalez-Castillo, Charles Zheng, Peter A. Bandettini, César Caballero-Gaudes

Medical Image Anal., January, 2024

2022

Testing for context-dependent changes in neural encoding in naturalistic experiments.

Yenho Chen, Carl W. Harris, Xiaoyu Ma, Zheng Li, Francisco Pereira, Charles Y. Zheng

CoRR, 2022

VICE: Variational Interpretable Concept Embeddings.

Lukas Muttenthaler, Charles Y. Zheng, Patrick McClure, Robert A. Vandermeulen, Martin N. Hebart, Francisco Pereira

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2019

Efficacy of different dynamic functional connectivity methods to capture cognitively relevant information.

Hua Xie, Charles Y. Zheng, Daniel A. Handwerker, Peter A. Bandettini, Vince D. Calhoun, Sunanda Mitra, Javier Gonzalez-Castillo

NeuroImage, 2019

Knowing What You Know in Brain Segmentation Using Bayesian Deep Neural Networks.

Patrick McClure, Nao Rho, John A. Lee, Jakub R. Kaczmarzyk, Charles Y. Zheng, Satrajit S. Ghosh, Dylan Nielson, Adam G. Thomas, Peter A. Bandettini, Francisco Pereira

Frontiers Neuroinformatics, 2019

Revealing interpretable object representations from human behavior.

Charles Y. Zheng, Francisco Pereira, Chris I. Baker, Martin N. Hebart

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Extrapolating Expected Accuracies for Large Multi-Class Problems.

Charles Y. Zheng, Rakesh Achanta, Yuval Benjamini

J. Mach. Learn. Res., 2018

Knowing what you know in brain segmentation using deep neural networks.

Patrick McClure, Nao Rho, John A. Lee, Jakub R. Kaczmarzyk, Charles Y. Zheng, Satrajit S. Ghosh, Dylan Nielson, Adam G. Thomas, Peter A. Bandettini, Francisco Pereira

CoRR, 2018

Parallel Weight Consolidation: A Brain Segmentation Case Study.

Patrick McClure, Charles Y. Zheng, Francisco Pereira, Jakub Kaczmarzyk, John Rogers-Lee, Dylan Nielson, Peter A. Bandettini

CoRR, 2018

Distributed Weight Consolidation: A Brain Segmentation Case Study.

Patrick McClure, Charles Y. Zheng, Jakub Kaczmarzyk, John Rogers-Lee, Satrajit S. Ghosh, Dylan Nielson, Peter A. Bandettini, Francisco Pereira

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016

Estimating mutual information in high dimensions via classification error.

Charles Y. Zheng, Yuval Benjamini

CoRR, 2016

How many faces can be recognized? Performance extrapolation for multi-class classification.

Charles Y. Zheng, Rakesh Achanta, Yuval Benjamini

CoRR, 2016

2015

Fuzzy ranking of human development: A proposal.

Buhong Zheng, Charles Zheng

Math. Soc. Sci., 2015

2014

Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain.

Charles Y. Zheng, Franco Pestilli, Ariel Rokem

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2011

PRIDB: a protein-RNA interface database.

Benjamin A. Lewis, Rasna R. Walia, Michael Terribilini, Jeff Ferguson, Charles Zheng, Vasant G. Honavar, Drena Dobbs

Nucleic Acids Res., 2011