2 papers
cs.LG2023
Evaluating robustness of support vector machines with the Lagrangian dual approach
Yuting Liu, Hong Gu, Pan Qin
Adversarial examples bring a considerable security threat to support vector machines (SVMs), especially those used in safety-critical applications. Thus, robustness verification is…
stat.AP2023
Cross-study analyses of microbial abundance using generalized common factor methods
Molly G. Hayes, Morgan G. I. Langille, Hong Gu
By creating networks of biochemical pathways, communities of micro-organisms are able to modulate the properties of their environment and even the metabolic processes within their…