Stitches: Enhancing AI Ensembles Without Data Sharing

This research explores a novel method, 'Stitches,' to improve the performance of model ensembles trained on separate datasets. The key innovation is enabling knowledge sharing without compromising data privacy, a crucial advancement for collaborative AI.

• •Introduces 'Stitches,' a technique for improving model ensembles.
• •Enables knowledge sharing among models trained on isolated datasets.
• •Addresses the need for privacy-preserving collaborative AI development.