Breakout Session 4.3: Safely navigating scalability-reliability trade-offs in ML methods
2021 Breakout Session
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Affinity Workshop: Women in Machine Learning (WiML) Un-Workshop
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Affinity Workshop: Women in Machine Learning (WiML) Un-Workshop
Abstract
ML methods across the discipline make a variety of approximations in order to scale. We will discuss how to navigate these trade-offs appropriately, particularly in the context of high-impact ML applications.
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