Ecway Technologies provides IEEE projects, software developments, and related services with offices in multiple cities across Tamil Nadu, India. They can be contacted via phone, website, or email. The document is an abstract for a research paper that proposes a new method for combining multiple supervised and unsupervised models in an ensemble learning approach. The method aims to maximize consensus among supervised predictions and unsupervised constraints by casting it as an optimization problem on a bipartite graph. The objective function favors smooth predictions over the graph while penalizing deviations from initial supervised labels. Experimental results demonstrate benefits over existing alternatives on applications with heterogeneous data sources.