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Open Access

Author:: Kurve, Aditya C
Title:: Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems
Graduate Program:: Electrical Engineering
Keywords:: multi-agent systems
knowledge discovery
game theory
machine learning
Nash equilibrium
crowdsourcing
generative modeling
File:: Download AdityaKurve-Dissertation.pdf
Committee Members:: George Kesidis, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
John F Doherty, Committee Member
Jason Ryder Morton, Committee Member
Christopher H Griffin, Committee Member

Open Access

Author:: Jha, Manjari
Title:: Probabilistic Techniques for Metagenomic Clustering and Intrusion Detection
Graduate Program:: Electrical Engineering
Keywords:: metagenomics
intrusion detection
clustering
unsupervised
File:: Download ManjariJ_thesis.pdf
Committee Members:: Raj Acharya, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Vishal Monga, Committee Member
Mary Poss, Outside Member

Open Access

Author:: Ali, Ramy
Title:: Harnessing Data Correlation and Network Information in Distributed Key-Value Stores
Graduate Program:: Electrical Engineering
Keywords:: Erasure-coded key-value stores
strong consistency
eventual consistency
probabilistic consistency
multi-version coding
data correlation
geo-distributed
File:: Download Ramy-Dissertation.pdf
Committee Members:: Viveck Ramesh Cadambe, Dissertation Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Jing Yang, Committee Member
Jan S Reimann, Outside Member
Kultegin Aydin, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

Open Access

Author:: Hu, Xinyi
Title:: Economic Models for Access Networks Informing Regulatory Policy
Graduate Program:: Electrical Engineering
Keywords:: Access networks
Regulation
Roaming charge
Side-payment
Game theory
Nash equilibrium
File:: Download Xinyi-Dissertation-final.pdf
Committee Members:: George Kesidis, Dissertation Advisor/Co-Advisor
George Kesidis, Committee Chair/Co-Chair
David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
Anna Cinzia Squicciarini, Outside Member
Kultegin Aydin, Program Head/Chair

Open Access

Author:: Haddadpour, Farzin
Title:: COMMUNICATION-EFFICIENT AND FAULT-TOLERANT ALGORITHMS FOR DISTRIBUTED MACHINE LEARNING
Graduate Program:: Electrical Engineering
Keywords:: Distributed - Communication - straggler
File:: Download My_PhD_Dissertation__1_.pdf
Committee Members:: Viveck Ramesh Cadambe, Dissertation Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Chair/Co-Chair
Mehrdad Mahdavi, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Necdet S Aybat, Outside Member
Mehrdad Mahdavi, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair

Open Access

Author:: Bettapalli Nagaraj, Suhas
Title:: Privacy-preserving assessment of depression using Speech signal processing
Graduate Program:: Electrical Engineering
Keywords:: Speech Classification
Data Privacy
Depression Detection
Paralinguistics
File:: Download Suhas_MSEE_Thesis.pdf
Committee Members:: Saeed M Abdullah, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Jing Yang, Committee Member
Kultegin Aydin, Program Head/Chair

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