Search Results for author: Ellis E. Eghan

Found 2 papers, 0 papers with code

Towards a Change Taxonomy for Machine Learning Systems

no code implementations21 Mar 2022 Aaditya Bhatia, Ellis E. Eghan, Manel Grichi, William G. Cavanagh, Zhen Ming, Jiang, Bram Adams

However, thus far little is known about the degree of collaboration activity happening on such ML research repositories, in particular regarding (1) the degree to which such repositories receive contributions from forks, (2) the nature of such contributions (i. e., the types of changes), and (3) the nature of changes that are not contributed back to forks, which might represent missed opportunities.

BIG-bench Machine Learning

Empirical Study on the Software Engineering Practices in Open Source ML Package Repositories

no code implementations2 Dec 2020 Minke Xiu, Ellis E. Eghan, Zhen Ming, Jiang, Bram Adams

Recent advances in Artificial Intelligence (AI), especially in Machine Learning (ML), have introduced various practical applications (e. g., virtual personal assistants and autonomous cars) that enhance the experience of everyday users.

Transfer Learning

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