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Author:

Chandran, Makesh Tarun

Title:

Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Neural Networks
ReRAM
Processing-in-memory
Transformer
BERT
LSTM
CNN
Systolic

File:

Download Makesh_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Chaudhary, Namrata

Title:

Evaluating the alignment of privacy policies to NIST cybersecurity framework using Natural Language Processing and Deep Learning

Graduate Program:

Data Analytics

Keywords:

Natural language processing
NLP
IoT Privacy Policy
NIST cybersecurity framework
BERT
ELMo
Word2Vec
Doc2Vec
text similarity
Privacy policy gaps

File:

Download Thesis_Dissertation__nmc5751_psu.edu__final.pdf

Committee Members:

Adrian Sorin Barb, Thesis Advisor/Co-Advisor
Nil Hande Ergin, Committee Member
Guanghua Qiu, Committee Member
Colin Neill, Program Head/Chair

Author:

Doppalapudi, Shreyesh

Title:

Relevant Information Extraction and Lexical Simplification of Unstructured Clinical Notes

Graduate Program:

Data Analytics

Keywords:

Natural Language Processing
Relevant Text Extraction
Biomedical Lexical Simplification
Clinical Notes
Multi-Label Classification
Disease Code Classification
Readability Indices
MIMIC-III
Transformer Model
BERT
Health Literacy
Word Embedding

File:

Download Thesis-Shreyesh_Doppalapudi__MS-DAAN_.pdf

Committee Members:

Guanghua Qiu, Thesis Advisor/Co-Advisor
Youakim Badr, Committee Member
Partha Mukherjee, Committee Member
Ashkan Negahban, Committee Member
Colin Neill, Program Head/Chair

Author:

Shen, Jia Tracy

Title:

AI in Education: Effective Machine Learning Methods To Improve Data Scarcity and Knowledge Generalization

Graduate Program:

Information Sciences and Technology

Keywords:

AI
machine learning
education
BERT
nlp
Deep Generative models
time series
model generalization
transfer learning
knowledge generalization
transformer
LSTM

File:

Download AIinED_Dissertation_final_submission.pdf

Committee Members:

Dongwon Lee, Chair & Dissertation Advisor
C Lee Giles, Major Field Member
Amulya Yadav, Major Field Member
Rebecca Passonneau, Outside Unit & Field Member
Jeffrey Bardzell, Program Head/Chair