Md Mobasshir Arshed Naved

Robust Integrated Learning and Pauli Noise Mitigation for Parametrized Quantum Circuits

We propose a novel gradient-based framework for learning parameterized quantum circuits (PQCs) in the presence of Pauli noise in gate operation. The key innovation in our framework is the simultaneous optimization of model parameters and learning of an inverse noise channel, specifically designed to…