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pro vyhledávání: '"Farris, Andrew L."'
The concern that Artificial Intelligence (AI) and Machine Learning (ML) are entering a "reproducibility crisis" has spurred significant research in the past few years. Yet with each paper, it is often unclear what someone means by "reproducibility".
Externí odkaz:
http://arxiv.org/abs/2412.03854
The robustness of modern machine learning (ML) models has become an increasing concern within the community. The ability to subvert a model into making errant predictions using seemingly inconsequential changes to input is startling, as is our lack o
Externí odkaz:
http://arxiv.org/abs/2306.09951
Autor:
Raff, Edward, Farris, Andrew L.
As reproducibility becomes a greater concern, conferences have largely converged to a strategy of asking reviewers to indicate whether code was attached to a submission. This is part of a larger trend of taking action based on assumed ideals, without
Externí odkaz:
http://arxiv.org/abs/2204.04372