Saxena, V. and Saxena, P. (2026) “Mathematical Foundations of Deep Learning: Convergence, Stability, and Generalization Analysis”, International Journal of Artificial Intelligence and Machine Learning, 6(12s), pp. 924–944. doi: 10.51483/IJAIML.6.12s.2026.924-944.