High-dimensional Statistics; Healthcare; Optimization
Years at WID2016 - present2018
- B.S., Statistics, Nankai University
- M.S., Statistics, UW-Madison
- Wisconsin Institute for Discovery
- Department of Biostatistics and Medical Informatics
- Sinong Geng*,Zhaobin Kuang*, Jie Liu, Stephen Wright, and David Page. Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error. Accepted. Uncertainty in Artificial Intelligence, 2018 (UAI 2018).
- Sinong Geng*, Zhaobin Kuang*, Peggy Peissig, and David Page. Temporal Poisson Square Root Graphical Models. Submitted. International Conference on Machine Learning, 2018 (ICML 2018).
- Zhaobin Kuang, Sinong Geng, and David Page. A Screening Rule for L1-Regularized Ising Model Estimation. Neural Information Processing Systems, 2017 (NIPS 2017).