most citedTechnology Readiness Levels for Machine Learning Systems

189 citations

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cs.LG2022★ 33 cited

The Unreasonable Effectiveness of Deep Evidential Regression

Nis Meinert, Jakob Gawlikowski, Alexander Lavin

There is a significant need for principled uncertainty reasoning in machine learning systems as they are increasingly deployed in safety-critical domains. A new approach with uncer…

cs.LG2021★ 189 cited

Technology Readiness Levels for Machine Learning Systems

Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic +12

The development and deployment of machine learning (ML) systems can be executed easily with modern tools, but the process is typically rushed and means-to-an-end. The lack of dilig…