2 papers
cs.IT2025
Age of Information Minimization in Goal-Oriented Communication with Processing and Cost of Actuation Error Constraints
Rishabh S. Pomaje, Jayanth S., Rajshekhar V. Bhat +1
We study a goal-oriented communication system in which a source monitors an environment that evolves as a discrete-time, two-state Markov chain. At each time slot, a controller dec…
cs.LG2024
Karush-Kuhn-Tucker Condition-Trained Neural Networks (KKT Nets)
Shreya Arvind, Rishabh Pomaje, Rajshekhar V Bhat
This paper presents a novel approach to solving convex optimization problems by leveraging the fact that, under certain regularity conditions, any set of primal or dual variables s…