I received my Bachelor degree in statistics with minor in mathematics from the National Cheng Kung University, Tainan, Taiwan in 2013. In 2015, I moved to the United States and pursued my PhD degree in statistics at the University of Florida. I am currently a PhD candidate under the supervision of Dr. Baba C. Vemuri and Dr. Hani Doss. My research interests include tensor-valued data analysis (e.g. diffusion tensor images), manifold-valued data analysis, geometric deep learning, and Bayesian analysis.
E-mail: chunhaoyang "at" ufl "dot" edu
My CV is available here: [PDF]
Chun-Hao Yang and Baba C. Vemuri (2019), Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices with Applications to Neuralimaging in International Conference on Information Processing in Medical Imaging (IPMI). [Link]
Chun-Hao Yang, James V. Zidek, and Samuel W. K. Wong (2019), Bayesian analysis of accumulated damage models in lumber reliability. Technometrics 61, no. 2, pp. 233-245. [Link]
Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek Archer, David Vaillancourt, Vikas Singh and Baba C. Vemuri (2018), A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices in Advances in Neural Information Processing Systems (NeurIPS). [PDF]
Rudrasis Chakraborty, Chun-Hao Yang, and Baba C. Vemuri (2018), A mixture model for aggregation of multiple pre-trained weak classifiers in 4th International Workshop on Diff-CVML: Differential Geometry in Computer Vision and Machine Learning (CVPR). [PDF]
Ping-Yang Chen, Ching-Chuan Chen, Chun-Hao Yang, Sheng-Mao Chang, and Kuo-Jung Lee (2017), milr: Multiple-Instance Logistic Regression with Lasso Penalty. R Journal 9, no. 1, pp. 446-457. [PDF]
Chun-Hao Yang and Baba C. Vemuri (2021+), Nested Grassmanns for Dimensionality Reduction. Submitted. [PDF]
Chun-Hao Yang and Baba C. Vemuri (2021+), Shrinkage Estimation of the Fréchet Mean in Lie groups. Submitted. [PDF]
Chun-Hao Yang, Hani Doss, and Baba C. Vemuri (2021+), An Empirical Bayes Approach to Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices. Submitted. [PDF]
Jose J. Bouza, Chun-Hao Yang, David Vaillancourt, and Baba C. Vemuri (2021+), MVC-Net: A Convolutional Neural Network Architecture for Manifold-Valued Images With Applications. [PDF]