1. Machine Learning For Electromagnetic Metamaterial Design Open Access Author: O'Connor, Philip Title: Machine Learning For Electromagnetic Metamaterial Design Graduate Program: Electrical Engineering Keywords: Machine LearningElectromagneticsMetamaterialsNeural Networks File: Download OConnor_Masters_Thesis_Final.pdf Committee Members: Douglas Henry Werner, Thesis Advisor/Co-AdvisorKultegin Aydin, Program Head/ChairPingjuan Li Werner, Committee Member
2. Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks Open Access Author: Schuessler, Joseph Title: Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks Graduate Program: Electrical Engineering (MS) Keywords: Adversarial AttacksData PoisoningRecurrent Neural NetworksLSTMDeep LearningMachine Learning File: Download SchuesslerThesis.pdf Committee Members: Kultegin Aydin, Program Head/ChairDavid Jonathan Miller, Thesis Advisor/Co-AdvisorGeorge Kesidis, Committee MemberCarina Pamela Curto, Committee Member
3. Extreme Point Approach to Subset Selection and Data Augmentation Open Access Author: Banagere Manjunatha, Srikanth Title: Extreme Point Approach to Subset Selection and Data Augmentation Graduate Program: Electrical Engineering (MS) Keywords: Machine LearningData AugmentationConvex hullIsometric propertyClassification task File: Download Masters_Thesis_EE_PSU_srikanth_banagere_manjunatha.pdf Committee Members: Kultegin Aydin, Program Head/ChairViveck Ramesh Cadambe, Thesis Advisor/Co-AdvisorMehrdad Mahdavi, Committee Member
