Jiaying Li

SOCRATES: Towards a Unified Platform for Neural Network Analysis

2020 · arXiv (Cornell University)

Studies show that neural networks, not unlike traditional programs, are subject to bugs, e.g., adversarial samples that cause classification errors and discriminatory instances that demonstrate the lack of fairness. Given that neural networks are increasingly …