Scholarly Contributions
65 Scholarly Contributions
A hybrid estimator for high dimensional generalized linear models with nonconvex loss
2010
Research Type: Other Scholarly Work
A local stochastic Lipschitz condition with application to Lasso for high dimensional generalized linear models
2010
Research Type: Other Scholarly Work
Stochastic Lipschitz continuity for high dimensional Lasso with multiple linear covariate structures or hidden linear covariates
2010
Research Type: Other Scholarly Work
L0 regularized estimation for nonlinear models that have sparse underlying linear structures
2009
Research Type: Other Scholarly Work
On l_1 regularized estimation for nonlinear models that have sparse underlying linear structures
2009
Research Type: Other Scholarly Work
On the asymptotic of likelihood ratios for self-normalized large deviations
2007
Research Type: Other Scholarly Work