Lightweight neural networks are efficient but can be sensitive to input perturbations. Robustness certificates provide formal assurances that compressed models perform reliably in real-world conditions. Learners can gain these advanced AI skills through ExcelR’s Data Science Course in Nagpur. https://timessquarereporter.com/news/robustness-certificates-for-compressed-neural-networks