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Contributor
Mangoubi, Oren
Entfernen Zwang Contributor: Mangoubi, Oren
Unit (Department)
Data Science
Entfernen Zwang Unit (Department): Data Science
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Advancing Neural Network Optimization and Design Through the Lens of Continuation Methods and Iterative Dynamical Systems
Stichwort:
peft
,
homotopy
,
llm
,
continuation methods
,
deep learning
, and
iterative dynamical system
Schöpfer:
Pathak, Harsh
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Stichwort:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
Schöpfer:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Stichwort:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Schöpfer:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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PhD Dissertations
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Schöpfer
DeOliveira, Joshua
1
Gerych, Walter
1
Pathak, Harsh
1
Advisor
Agu, Emmanuel O.
1
Paffenroth, Randy Clinton
1
Rundensteiner, Elke A.
2
Contributor
Agu, Emmanuel O.
1
Kalai, Adam
1
Mangoubi, Oren
[remove]
3
Paffenroth, Randy Clinton
1
Rundensteiner, Elke A.
2
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Contributors
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Unit (Department)
Data Science
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3
Herausgeber
Worcester Polytechnic Institute
3
Ressourcentyp
Dissertation
2
Thesis
1
License
https://creativecommons.org/licenses/by/4.0/
1
