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Distributed learning
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Change-points Estimation in Statistical Inference and Machine Learning Problems
Keyword:
Distributed learning
,
Machine Learning
, and
change-points
Creator:
Zhang, Bingwen
Advisor:
Lai, Lifeng
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-08-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Distributed Statistical Learning under Communication Constraints
Keyword:
Distributed learning
,
coordinate descent
,
Parameter Estimation
,
Convex Optimization
,
sufficient statistics
, and
MVUE
Creator:
El Gamal, Mostafa
Advisor:
Lai, Lifeng
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-06-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
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PhD Dissertations
2
Year
2017
2
Creator
El Gamal, Mostafa
1
Zhang, Bingwen
1
Advisor
Lai, Lifeng
2
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Brown D. Richard, III
1
Lai, Lifeng
2
Paffenroth, Randy Clinton
1
Wyglinski, Alexander
1
Xu, Weiyu
1
Unit (Department)
Electrical & Computer Engineering
2
Publisher
Worcester Polytechnic Institute
2
Resource type
Dissertation
2
