1. An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks Restricted (Penn State Only) Author: Pham, Viet Title: An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks Graduate Program: Computer Science and Engineering (MS) Keywords: multi-label image classificationimage classificationcomputer visionmachine learninginsect taxonomyconvolutional neural networks File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Committee Member
2. Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation Open Access Author: Kumar, Vikas Title: Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation Graduate Program: Computer Science and Engineering (MS) Keywords: Facial expression recognitionstudent-teacher networksemisupervised learningmulti-level attentionFacial expression recognition student-teacher networksemisupervised learning multi-level attentionfacial expression recognitionunsupervised learningstudent teacher networkmachine learningdeep learningGANCNN File: Download Thesis.pdf Committee Members: Chitaranjan Das, Program Head/ChairDaniel Kifer, Thesis Advisor/Co-AdvisorC Lee Giles, Committee Member
3. Fisher Information for Private Training of Machine Learning Models Open Access Author: Edmunds, Brandon Title: Fisher Information for Private Training of Machine Learning Models Graduate Program: Computer Science and Engineering (MS) Keywords: machine learningprivacyfisher information File: Download Fisher_Information_for_Private_Training_of_Machine_Learning_Models.pdf Committee Members: Mehrdad Mahdavi, Thesis Advisor/Co-AdvisorKiwan Maeng, Committee MemberChitaranjan Das, Program Head/Chair
4. Mitigating Unfairness In Deep Learning Open Access Author: Dasu, Vishnu Title: Mitigating Unfairness In Deep Learning Graduate Program: Computer Science and Engineering (MS) Keywords: machine learningfairnesssoftware engineeringdeep learning File: Download MS_Thesis_PSU__Final_.pdf Committee Members: G. Gary Tan, Thesis Advisor/Co-AdvisorShagufta Mehnaz, Committee MemberChitaranjan Das, Program Head/Chair
