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GTC ON-DEMAND

5G & Edge
Presentation
Media
Generative Modeling for Wireless Network Performance Optimization
Abstract:
We'll explore the application of generative modeling approaches to learning wireless network data distribution for network simulation and performance optimization. We'll compare three machine learning models that can be used for this purpose Gaussian mixture models, kernel density estimation, and generative adversarial networks.
 
Topics:
5G & Edge
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9680
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