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SE4RAI@ICSE 2022: Pittsburgh, PA, USA
- Qinghua Lu, Xiwei Xu, Liming Zhu, John Grundy:
Proceedings of the 1st Workshop on Software Engineering for Responsible AI, SE4RAI 2022, Pittsburgh, Pennsylvania, 19 May 2022. ACM 2022, ISBN 978-1-4503-9319-5 - Ask Berstad Kolltveit, Jingyue Li:
Operationalizing machine learning models: a systematic literature review. 1-8 - Anne-Laure Wozniak, Sergio Segura, Raúl Mazo, Sarah Leroy:
Robustness testing of a machine learning-based road object detection system: an industrial case. 9-12 - Emilia Cioroaica, Barbora Buhnova, Emrah Tomur:
Towards trusting the ethical evolution of autonomous dynamic ecosystems. 13-16 - Emilia Cioroaica, Barbora Buhnova, Frank Jacobi, Daniel Schneider:
The concept of ethical digital identities. 17-20 - Md. Saidur Rahman, Foutse Khomh, Emilio Rivera, Yann-Gaël Guéhéneuc, Bernd Lehnert:
Challenges in machine learning application development: an industrial experience report. 21-28 - Khan Mohammad Habibullah, Gregory Gay, Jennifer Horkoff:
Non-functional requirements for machine learning: an exploration of system scope and interest. 29-36 - Grace A. Lewis, Sebastián Echeverría, Lena Pons, Jeffrey Chrabaszcz:
Augur: a step towards realistic drift detection in production ML systems. 37-44 - Beatriz M. A. Matsui, Denise H. Goya:
MLOps: a guide to its adoption in the context of responsible AI. 45-49
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