1. Utilizing Friendship Networks to Predict User Susceptibility to Fake News Open Access Author: Cowell, Robert Henry Title: Utilizing Friendship Networks to Predict User Susceptibility to Fake News Area of Honors: Computer Science Keywords: machine learningfake newssocial mediaTwitteruser susceptibilityschool shootings File: Download RobertCowell_Thesis.pdf Thesis Supervisors: Dongwon Lee, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
2. Robust Image Classification based on Pixel Importance Open Access Author: Chun, Chaewan Title: Robust Image Classification based on Pixel Importance Area of Honors: Computer Science Keywords: adversarial attackimage analysismachine learningCNNheatmap-based blurringrobustness File: Download Schreyer_Honors_Thesis_Chun.pdf Thesis Supervisors: Jia Li, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
3. FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms Open Access Author: Yu, Normen Title: FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms Area of Honors: Computer Science Keywords: machine learningfairness in AIhuman machine interface File: Download Thesis-final.pdf Thesis Supervisors: G. Gary Tan, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
4. Enhancing Video Streaming Performance on Mobile Devices with Super Resolution Restricted (Penn State Only) Author: Gao, Allen Title: Enhancing Video Streaming Performance on Mobile Devices with Super Resolution Area of Honors: Computer Science Keywords: machine learningmobile computationvideo streamingsuper resolution File: Login to Download Thesis Supervisors: Guohong Cao, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor