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ICSE 2022
Sun 8 - Fri 27 May 2022
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Tue 17 May

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07:00 - 08:25
SE4RAI 2022 Session 1SE4RAI at SE4RAI room
Chair(s): Qinghua Lu CSIRO’s Data61, Xiwei (Sherry) Xu CSIRO Data61
07:00
10m
Day opening
Opening
SE4RAI

07:10
30m
Keynote
Why Software Engineers are the Key to Building AI Systems Responsibly
SE4RAI
Jon Whittle CSIRO's Data61 and Monash University
07:40
15m
Talk
Augur: A Step Towards Realistic Drift Detection in Production ML Systems
SE4RAI
Grace Lewis Carnegie Mellon Software Engineering Institute, Sebastian Echeverria Carnegie Mellon Software Engineering Institute, Lena Pons Carnegie Mellon Software Engineering Institute, Jeffrey Chrabaszcz Carnegie Mellon Software Engineering Institute
07:55
15m
Talk
Challenges in Machine Learning Application Development: An Industrial Experience Report
SE4RAI
Md Saidur Rahman SWAT Lab, Polytechnique Montreal, Foutse Khomh Polytechnique Montréal, Emilio Rivera École Polytechnique de Montréal, Yann-Gaël Guéhéneuc Concordia University and Polytechnique Montréal, Bernd Lehnert SAP Canada
08:10
15m
Talk
MLOps: A Guide to its Adoption in the Context of Responsible AI
SE4RAI
08:40 - 10:10
SE4RAI 2022 Session 2SE4RAI at SE4RAI room
Chair(s): Qinghua Lu CSIRO’s Data61, Xiwei (Sherry) Xu CSIRO Data61
08:40
15m
Talk
Operationalizing Machine Learning Models - A Systematic Literature Review
SE4RAI
Ask Berstad Kolltveit Norwegian University of Science and Technology, Jingyue Li Norwegian University of Science and Technology
08:55
15m
Talk
Non-Functional Requirements for Machine Learning: An Exploration of System Scope and Interest
SE4RAI
Khan Mohammad Habibullah University of Gothenburg, Gregory Gay Chalmers and the University of Gothenburg, Jennifer Horkoff Chalmers and the University of Gothenburg
09:10
15m
Talk
Towards Trusting the Ethical Evolution of Autonomous Dynamic Ecosystems
SE4RAI
Emilia Cioroaica Fraunhofer IESE, Barbora Buhnova Masaryk University, Emrah Tomur Ericsson
09:25
15m
Talk
The Concept of Ethical Digital Identities
SE4RAI
Emilia Cioroaica Fraunhofer IESE, Barbora Buhnova Masaryk University, Frank Jacobi formitas AG, Daniel Schneider Fraunhofer IESE
09:40
15m
Talk
Robustness Testing of a Machine Learning-based Road Object Detection System: An Industrial Case
SE4RAI
Anne-Laure Wozniak Kereval, Sergio Segura Universidad de Sevilla, Raúl Mazo ENSTA Bretagne, Sarah Leroy Kereval
09:55
15m
Social Event
Open discussion
SE4RAI