4 citations · 4 across the 3 of their papers we have counts for
4 papers
Analysis of stochastic approximation schemes with set-valued maps in the absence of a stability guarantee and their stabilization
Vinayaka G. Yaji, Shalabh Bhatnagar
In this paper, we analyze the behavior of stochastic approximation schemes with set-valued maps in the absence of a stability guarantee. We prove that after a large number of itera…
Stochastic Recursive Inclusions in two timescales with non-additive iterate dependent Markov noise
Vinayaka Yaji, Shalabh Bhatnagar
In this paper we study the asymptotic behavior of a stochastic approximation scheme on two timescales with set-valued drift functions and in the presence of non-additive iterate-de…
Stochastic Recursive Inclusions with Non-Additive Iterate-Dependent Markov Noise
Vinayaka Yaji, Shalabh Bhatnagar
In this paper we study the asymptotic behavior of stochastic approximation schemes with set-valued drift function and non-additive iterate-dependent Markov noise. We show that a li…
A bi-convex optimization problem to compute Nash equilibrium in n-player games and an algorithm
Vinayaka Yaji, Shalabh Bhatnagar
In this paper we present optimization problems with biconvex objective function and linear constraints such that the set of global minima of the optimization problems is the same a…