Kumar, M. (2026) “Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent (Abstract Reprint)”, Proceedings of the AAAI Conference on Artificial Intelligence, 40(47), pp. 39871–39871. doi: 10.1609/aaai.v40i47.41386.