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The Taub Faculty of Computer Science Events and Talks

CE-Club: Safe Deployment of Deep Learning Solutions for Rate Control Problems
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Noga Rotman, HUJI
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Wednesday, 05.06.2024, 11:30
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Zoom Lecture: 94673013539 & Meyer 861
In recent years, machine learning (ML) has fueled extraordinary advances in fields such as natural language processing and computer vision. These results have encouraged researchers to utilize ML in additional application domains, such as computer and networked systems, with varying degrees of success. In this talk I will focus on the prominent challenge of rate control in computer networking, and devising a practical ML toolkit for the safe deployment of deep-learning-based solutions.

Noga H. Rotman is a PhD student at the Hebrew University, advised by prof. Michael Schapira. Her research focuses on the intersection between computer networks and machine learning.