3 papers
econ.TH2026
Artificial Superintelligence May be Useless: Equilibria in the Economy of Multiple AI Agents
Huan Cai, Ziqing Lu, Catherine Xu +2
With recent development of artificial intelligence, it is more common to adopt AI agents in economic activities. This paper explores the economic actions of agents, including human…
cs.LG2024
Feature compression is the root cause of adversarial fragility in neural network classifiers
Jingchao Gao, Ziqing Lu, Raghu Mudumbai +6
In this paper, we uniquely study the adversarial robustness of deep neural networks (NN) for classification tasks against that of optimal classifiers. We look at the smallest magni…
econ.TH2023
To AI or not to AI, to Buy Local or not to Buy Local: A Mathematical Theory of Real Price
Huan Cai, Catherine Xu, Weiyu Xu
In the past several decades, the world's economy has become increasingly globalized. On the other hand, there are also ideas advocating the practice of ``buy local'', by which peop…