
Publications
2015
- Closed-form Estimators for High-dimensional Generalized Linear Models (pdf)
E. Yang, A. Lozano, P. Ravikumar.
To appear in Neural Information Processing Systems (NIPS), pp. 586-594, December 2015. (Spotlight)
2014
- Elementary Estimators for Graphical Models (pdf)
E. Yang, A. Lozano, P. Ravikumar.
In Neural Information Processing Systems (NIPS), December 2014. - Elementary Estimators for High-Dimensional Linear Regression (pdf)
E. Yang, A. Lozano, P. Ravikumar.
In International Conference on Machine Learning (ICML), 2014. (Oral) - Elementary Estimators for Sparse Covariance Matrices and other Structured Moments (pdf)
E. Yang, A. Lozano, P. Ravikumar.
In International Conference on Machine Learning (ICML), 2014. (Oral)