Keyword: AutoML - Blacklight Search Results

Restricted (Penn State Only)

Author:: Ayman, Afiya
Title:: Automated Multi-Task Machine Learning and Its Applications in the Transportation Domain
Graduate Program:: Informatics
Keywords:: AutoML
Machine-Learning
Multi-Task Learning
Task-Grouping
Data-Driven ML
Automated ML
Smart Transportation
Committee Members:: Qingyun Wu, Major Field Member
Mehrdad Mahdavi, Outside Unit & Field Member
Kelley Cotter, Major Field Member
Aron Laszka, Chair & Dissertation Advisor
Dongwon Lee, Professor in Charge/Director of Graduate Studies

Open Access

Author:: Zhang, Shaokun
Title:: Lexicographic Hyperparameter Optimization and its Applications
Graduate Program:: Informatics
Keywords:: Hyperparameter optimization
temporal distribution shifts
AutoML
Committee Members:: Qingyun Wu, Thesis Advisor/Co-Advisor
Jinghui Chen, Committee Member
Jeffrey Bardzell, Program Head/Chair
Lu Lin, Committee Member

Open Access

Author:: Lee, Chonghan
Title:: Resource Constrained Transformer Architectures
Graduate Program:: Computer Science and Engineering
Keywords:: AutoML
Transformer
HW-SW Codesign
NLP
Computer Vision
NAS
PIM
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Guoray Cai, Outside Unit & Field Member
Ting He, Major Field Member
John Sampson, Major Field Member

Open Access

Author:: Pang, Ren
Title:: Understanding and Mitigating Neural Backdoors
Graduate Program:: Informatics
Keywords:: backdoor attack
deep learning
backdoor defense
AutoML
Neural Architecture Search
Committee Members:: Xiang Zhang, Major Field Member
Fenglong Ma, Major Field Member
Ting Wang, Chair & Dissertation Advisor
Sencun Zhu, Outside Unit & Field Member
Dongwon Lee, Professor in Charge/Director of Graduate Studies

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