1. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs Restricted (Penn State Only) Author: Swaminathan, Ashwath Raghav Title: Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs Graduate Program: Computer Science and Engineering (MS) Keywords: Natural Language ProcessingKnowledge GraphsKnowledge Graph EmbeddingsTransformersComputational ComplexityMemory Usage OptimizationReducing FLOPsToken Pruning File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberAbhinav Verma, Committee Member
2. OPTIMIZING PRIVACY PRESERVING NEURAL NETWORKS EMPLOYING HOMOMORPHIC ENCRYPTION Restricted (Penn State Only) Author: Kannan, Adithya Krishnan Title: OPTIMIZING PRIVACY PRESERVING NEURAL NETWORKS EMPLOYING HOMOMORPHIC ENCRYPTION Graduate Program: Computer Science and Engineering (MS) Keywords: Privacy Preserving Machine LearningHomomorphic Neural Networks File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Committee Member