2 papers
quant-ph2026
A Systematic Study of Noise Effects in Hybrid Quantum-Classical Machine Learning
Bhavna Bose, Muhammad Faryad
Near-term quantum machine learning (QML) models operate in environments wherein noise is unavoidable, arising from both imperfect classical data acquisition and the limitations of…
cs.CE2025
Quantum Data Encoding and Variational Algorithms: A Framework for Hybrid Quantum Classical Machine Learning
Bhavna Bose, Saurav Verma
The development of quantum computers has been the stimulus that enables the realization of Quantum Machine Learning (QML), an area that integrates the calculational framework of qu…