Publications
- L. Zhang, G. Wahba, and M. Yuan, Distance Shrinkage and Euclidean Embedding via
Regularized Kernel Estimation. Journal of the Royal Statistical Society, Series B, 78(4):849–867, 2016.
- B. Liu, L. Zhang, and J. Liu, Dantzig Selector with an Approximately
Optimal Denoising Matrix and its Application in Sparse Reinforcement Learning,
Proceedings of Uncertainty in Artificial Intelligence, 487-496, 2016.
Submitted Papers
- L. Zhang, and T. Cai. Unsupervised Ensemble Learning via Ising Model Approximation with Application to Phenotyping Prediction.
- L. Zhang, K. Liao, I. Kohane, and T. Cai. Multi-view Banded Spectral Clustering with Application to ICD9 clustering.
- L. Zhang, Y. Zhang, T. Cai, Y. Ahuja, Y.-L. Ho, A. Beam, K. Cho, I. Kohane, K. Liao, and T. Cai. Automated Data-driven Grouping on ICD Codes with Multi-view Banded Spectral Clustering.