Statistical optimality and stability of tangent transform algorithms in logit models

Indrajit Ghosh, Anirban Bhattacharya, Debdeep Pati

A systematic approach to finding variational approximation in an otherwise intractable non-conjugate model is to exploit the general principle of convex duality by minorizing the m…