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Start Over Graduate Program Electrical Engineering Committee Member David Jonathan Miller

31. Maximum Entropy Modeling for Distributed Classification, Regression, and Interaction Discovery

open_access
Open Access
Author:
Zhang, Yanxin
Title:
Maximum Entropy Modeling for Distributed Classification, Regression, and Interaction Discovery
Graduate Program:
Electrical Engineering
Keywords:
interaction discovery
maximum entropy
distributed classification
regression
File:
Download YanxinZhang-Dissertation.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Chair/Co-Chair
Nirmal K Bose, Committee Member
Jose Antonio Ventura, Committee Member
William Kenneth Jenkins, Committee Member

32. Information Theoretic Limits of Multi-user Channels with State

open_access
Open Access
Author:
Li, Min
Title:
Information Theoretic Limits of Multi-user Channels with State
Graduate Program:
Electrical Engineering
Keywords:
state-dependent channels
strictly causal state
non-causal state
multiple-access channels
relay channels
GP binning
feedback
File:
Download Min_Dissertation_Final.pdf
Committee Members:
Aylin Yener, Dissertation Advisor/Co-Advisor
Aylin Yener, Committee Chair/Co-Chair
William Kenneth Jenkins, Committee Member
David Jonathan Miller, Committee Member
Guohong Cao, Committee Member
Osvaldo Simeone, Special Member

34. Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems

open_access
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

35. Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality

open_access
Open Access
Author:
Kocak, Fatih
Title:
Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality
Graduate Program:
Electrical Engineering
Keywords:
machine learning
anomaly detection
p-value
clustering
feature selection
network neutrality
game theory
caching
networks
File:
Download FatihKocak-Dissertation.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
George Kesidis, Dissertation Advisor/Co-Advisor
Kenneth Jenkins, Committee Member
John F Doherty, Committee Member
Anna Cinzia Squicciarini, Committee Member

38. Improved generative modeling approaches for semi-supervised and domain adaptive classifier learning from labels and constraints

open_access
Open Access
Author:
Raghuram, Jayaram
Title:
Improved generative modeling approaches for semi-supervised and domain adaptive classifier learning from labels and constraints
Graduate Program:
Electrical Engineering
Keywords:
semisupervised classification
semisupervised constraint based learning
classifier domain adaptation
machine learning
File:
Download Jayaram-Dissertation.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
Kenneth Jenkins, Committee Member
Dr Yu Zhang, Committee Member