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Filtrado por: Palabra clave Distributed learning

Change-points Estimation in Statistical Inference and Machine Learning Problems

Palabra clave:

Distributed learning, Machine Learning, and change-points

Creador:

Zhang, Bingwen

Advisor:

Lai, Lifeng

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2017-08-14

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Distributed Statistical Learning under Communication Constraints

Palabra clave:

Distributed learning, coordinate descent, Parameter Estimation, Convex Optimization, sufficient statistics, and MVUE

Creador:

El Gamal, Mostafa

Advisor:

Lai, Lifeng

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2017-06-21

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering