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Start Over Degree MS Year 2023 Committee Member Vijaykrishnan Narayanan Access Level restricted_to_institution

1. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

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Author:
Swaminathan, Ashwath Raghav
Title:
Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Natural Language Processing
Knowledge Graphs
Knowledge Graph Embeddings
Transformers
Computational Complexity
Memory Usage Optimization
Reducing FLOPs
Token Pruning
File:
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Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

2. OPTIMIZING PRIVACY PRESERVING NEURAL NETWORKS EMPLOYING HOMOMORPHIC ENCRYPTION

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Author:
Kannan, Adithya Krishnan
Title:
OPTIMIZING PRIVACY PRESERVING NEURAL NETWORKS EMPLOYING HOMOMORPHIC ENCRYPTION
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Privacy Preserving Machine Learning
Homomorphic Neural Networks
File:
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Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member