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Start Over Graduate Program Electrical Engineering Committee Member David Jonathan Miller Committee Member William Kenneth Jenkins

1. Novel Generative Semisupervised Learning Based on Fine-Grained Component-Conditional Class Labeling

open_access
Open Access
Author:
Lin, Chu-Fang
Title:
Novel Generative Semisupervised Learning Based on Fine-Grained Component-Conditional Class Labeling
Graduate Program:
Electrical Engineering
Keywords:
nearest neighbor classification
mixture models
inductive inference
generative models
semisupervised learning
Expectation- Maximization algorithm
File:
Download CFL-DissertationFinal.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
William Kenneth Jenkins, Committee Member
Christopher Collins, Committee Member
Kenneth K Kuo, Committee Member

2. MAXIMUM ENTROPY AND IMPROVED ITERATIVE SCALING FOR CLASSIFICATION ON MIXED SPACES, ENSEMBLE CLASSIFICATION AND EXTENSIONS.

open_access
Open Access
Author:
Pal, Siddharth
Title:
MAXIMUM ENTROPY AND IMPROVED ITERATIVE SCALING FOR CLASSIFICATION ON MIXED SPACES, ENSEMBLE CLASSIFICATION AND EXTENSIONS.
Graduate Program:
Electrical Engineering
Keywords:
Distributed Ensemble Classification
Ensemble Classification
Classification on Mixed feature spaces
Transductive learning
General Inference
File:
Download thesis.pdf
Committee Members:
David Jonathan Miller, Committee Chair/Co-Chair
William Kenneth Jenkins, Committee Chair/Co-Chair
Kwang Yun Lee, Committee Member
Hongyuan Zha, Committee Member

3. MAP SOURCE-CONTROLLED CHANNEL DECODING FOR IMAGE TRANSMISSION SYSTEM USING CPFSK AND RING CONVOLUTIONAL CODES

open_access
Open Access
Author:
Mahapakulchai, Srijidtra
Title:
MAP SOURCE-CONTROLLED CHANNEL DECODING FOR IMAGE TRANSMISSION SYSTEM USING CPFSK AND RING CONVOLUTIONAL CODES
Graduate Program:
Electrical Engineering
Keywords:
ring convolutional code design
MAP decoding
MPEG-4
zero-tree
CPFSK
File:
Download etd.pdf
Committee Members:
Robert E Van Dyck, Committee Chair/Co-Chair
John Metzner, Committee Chair/Co-Chair
David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
Frank Richard Deutsch, Committee Member
William Kenneth Jenkins, Committee Member

4. A NOVEL APPROACH TO ACTIVE VISION SYSTEMS: MODELLING, CONTROL AND REAL TIME TRACKING

open_access
Open Access
Author:
Inanc, Tamer
Title:
A NOVEL APPROACH TO ACTIVE VISION SYSTEMS: MODELLING, CONTROL AND REAL TIME TRACKING
Graduate Program:
Electrical Engineering
Keywords:
robotics
real time tracking
computer vision
robust control
modelling
active vision
robust identification
File:
Download TamerInancPhDThesis.pdf
Committee Members:
Mario Sznaier, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
David Jonathan Miller, Committee Member
Kyusun Choi, Committee Member
William Kenneth Jenkins, Committee Member
Octavia I Camps, Committee Member

5. Cooperation and Information Theoretic Security in Wireless Networks

open_access
Open Access
Author:
He, Xiang
Title:
Cooperation and Information Theoretic Security in Wireless Networks
Graduate Program:
Electrical Engineering
Keywords:
information theory
information theoretic secrecy
relay channel
feedback
wiretap channel
arbitrarily varying channel
nested lattice codes
File:
Download xiang_thesis_v32.pdf
Committee Members:
Aylin Yener, Dissertation Advisor/Co-Advisor
Aylin Yener, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Tom La Porta, Committee Member
Adam Davison Smith, Committee Member
William Kenneth Jenkins, Committee Member

7. 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

8. 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