Distributed Machine Learning and Optimization: Theory and Applications
Distributed ML and Opt. 2023
- Event Date: ~
- Abstract Submission Date: 2022-09-15
- Submission Date: 2023-06-15
Dear Colleagues,
There has been an emerging concern regarding the optimal decision-making in large-scale networks. In this book, we focus on the a wide range of novel distributed machine learning and optimization algorithms, and their applications in real-world applications, including but not limited to smart cities, healthcare, robotics, Internet-of-Things, power and energy systems, and transportation networks. To this end, we invite contributors from computer science, operation research, electrical engineering, civil engineering, and other related disciplines to explore distributed machine learning and optimization techniques, and control algorithms as well as their applications. These techniques can be applied to different real-world problems.
I would like to invite your abstract submissions for book chapters for the upcoming book, entitled “Distributed Machine Learning and Optimization: Theory and Applications”. This book has two parts:
- Part I: Introduction to Distributed Machine Learning Optimization algorithms for large-scale problems from theoretical foundations
Topics include but not limited to: distributed optimization, decentralized optimization, agent-based reinforcement learning, distributed machine learning, federated learning
- Part II: Applications of Distributed Learning and Optimization methods
Topics include but not limited to: healthcare, autonomous systems, cyberphysical systems, Internet-of-Things, smart cities, intelligent transportation networks, smart power and energy systems, critical infrastructures
Please email your contribution to the editor (hadi.amini@ieee.org and cc amini@cs.fiu.edu ) with subject line of “Book Chapter Abstract Submission: Distributed Optimization and Learning”.
Important dates:
Abstract Submission (using template below) 15- September -2022
Abstract Notification 5-Oct-2022
Full Book Chapter Submission 15-June-2023
Full Chapter Notification 15-Aug-2023
Revised Chapter Submission 10-Oct-2023
We look forward to receiving your contribution!
M. Hadi Amini, Ph.D., D.Eng., Florida International University, USA, e-mail: amini@cs.fiu.edu
*********************
Abstract Template:
Title:….
List of authors, their email addresses, and affiliations
Email and Phone number of the Corresponding author
1-2 paragraph overview of the proposed book chapter…
There has been an emerging concern regarding the optimal decision-making in large-scale networks. In this book, we focus on the a wide range of novel distributed machine learning and optimization algorithms, and their applications in real-world applications, including but not limited to smart cities, healthcare, robotics, Internet-of-Things, power and energy systems, and transportation networks. To this end, we invite contributors from computer science, operation research, electrical engineering, civil engineering, and other related disciplines to explore distributed machine learning and optimization techniques, and control algorithms as well as their applications. These techniques can be applied to different real-world problems.
I would like to invite your abstract submissions for book chapters for the upcoming book, entitled “Distributed Machine Learning and Optimization: Theory and Applications”. This book has two parts:
- Part I: Introduction to Distributed Machine Learning Optimization algorithms for large-scale problems from theoretical foundations
Topics include but not limited to: distributed optimization, decentralized optimization, agent-based reinforcement learning, distributed machine learning, federated learning
- Part II: Applications of Distributed Learning and Optimization methods
Topics include but not limited to: healthcare, autonomous systems, cyberphysical systems, Internet-of-Things, smart cities, intelligent transportation networks, smart power and energy systems, critical infrastructures
Please email your contribution to the editor (hadi.amini@ieee.org and cc amini@cs.fiu.edu ) with subject line of “Book Chapter Abstract Submission: Distributed Optimization and Learning”.
Important dates:
Abstract Submission (using template below) 15- September -2022
Abstract Notification 5-Oct-2022
Full Book Chapter Submission 15-June-2023
Full Chapter Notification 15-Aug-2023
Revised Chapter Submission 10-Oct-2023
We look forward to receiving your contribution!
M. Hadi Amini, Ph.D., D.Eng., Florida International University, USA, e-mail: amini@cs.fiu.edu
*********************
Abstract Template:
Title:….
List of authors, their email addresses, and affiliations
Email and Phone number of the Corresponding author
1-2 paragraph overview of the proposed book chapter…
Journal Promotion
|
| Acta Koreana (Acta Koreana) |
|
| Acta Via Serica (AVS) |
|
| Computers and Concrete (CAC) |
|
| Journal of Information Processing Systems (JIPS) |
|
| Journal of Internet Computing and Services (KSII - JICS) |
|
| Journal of Smart Tourism (Smart Tourism) |
|
| Membrane and Water Treatment (MWT) |
|
| Wind and Structures, An International Journal (Wind and Structures) |
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