Software Engineering for ML - An Annotated Bibliography

kaestner@cs.cmu.edu (Christian Kästner)
Fri, 31 Jan 2020 00:00:00 GMT

I'm sharing a reading list for SE4ML papers (software engineering for machine learning systems) that I encountered in preparation for our Software Engineering for AI-Enabled Systems course (see course web page and paper about the course) in form of an annotated bibliography: https://github.com/ckaestne/seaibib. Over the last year, I had many discussions with people interested in the topic and they always asked for references. I hope this list of papers with a few comments can help your own exploration in this field. Of course, I'm still happy to discuss these issues and I'm happy to receive pointers to other interesting readings in the field (e.g. send a pull request to the bibliography).