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 ...

Abstract: This paper considers nonlinear state estimation subject to inequality constraints in the form of linear and linear-matrix inequalities. Rewriting the standard maximum likelihood objective ...

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