Publications

2015

• Closed-form Estimators for High-dimensional Generalized Linear Models (pdf, software)
  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, software)
  E. Yang, A. Lozano, P. Ravikumar.
  In Neural Information Processing Systems (NIPS), December 2014.
• Elementary Estimators for High-Dimensional Linear Regression (pdf, software)
  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, software)
  E. Yang, A. Lozano, P. Ravikumar.
  In International Conference on Machine Learning (ICML), 2014. (Oral)