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Start Over Graduate Program Computer Science and Engineering Year 2018 Keyword machine learning

1. Characterizing the Limits and Defenses of Machine Learning in Adversarial Settings

open_access
Open Access
Author:
Papernot, Nicolas
Title:
Characterizing the Limits and Defenses of Machine Learning in Adversarial Settings
Graduate Program:
Computer Science and Engineering
Keywords:
computer security
machine learning
adversarial examples
File:
Download Papernot_PhD_final.pdf
Committee Members:
Patrick D. McDaniel, Dissertation Advisor/Co-Advisor
Patrick D. McDaniel, Committee Chair/Co-Chair
Trent Jaeger, Committee Member
Thomas F. La Porta, Committee Member
Aleksandra B. Skavkovic, Outside Member
Dan Boneh, Special Member
Ian J. Goodfellow, Special Member

3. Machine-Learning-Based Approaches for Learning Marketing Strategies

open_access
Open Access
Author:
Lin, Yu San
Title:
Machine-Learning-Based Approaches for Learning Marketing Strategies
Graduate Program:
Computer Science and Engineering
Keywords:
machine learning
deep learning
probabilistic generative model
marketing
crowdfunding
menu design
competition
word worth
reward
kickstarter
File:
Download yusan-Dissertation_v3.pdf
Committee Members:
Wang-Chien Lee, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Member
Sencun Zhu, Committee Member
Wang-Chien Lee, Committee Member
Mary Beth Rosson, Outside Member
Wang-Chien Lee, Committee Chair/Co-Chair