We present a group lasso procedure for generalized linear models (GLMs) and we study the properties of this estimator applied to sparse high-dimensional GLMs. Under general conditions on the ...

The SBI Clerk Prelims 2025 will be held on 20, 21 & 27 2025. Check out this 12-day revision plan with subject-wise strategies ...

In this letter, we propose a graph-based framework to systematically exploit different types of additional structure and information. The graphical model is used to formulate a non-linear least ...