reproducibility crisis machine learning

Rick Stevens , associate laboratory director for computing, environment and life sciences at Argonne National Laboratory, agreed there is a reproducibility … Cory Doctorow 9:51 am Mon Mar 19, 2018 . Reproducibility is also a crucial means to reverse engineering. Machine learning has a reproducibility crisis. Machine learning researchers are pushing back on the recent assertion that the AI framework is a key contributor to a reproducibility crisis in scientific research. Machine learning is often characterized as much an "art" as a "science" and in at least one … Reproducibility helps with understanding, explaining and debugging. I would venture to argue that a huge part of that does come from the use of machine learning techniques in science.” “There is general recognition of a reproducibility crisis in science right now. Machine learning is inherently difficult to explain, …

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