140 citations · 293 across the 12 of their papers we have counts for
Showing 2020Show all
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cs.SE2020★ 7 cited
Validation Frameworks for Self-Driving Vehicles: A Survey
Francesco Concas, Jukka K. Nurminen, Tommi Mikkonen +1
As a part of the digital transformation, we interact with more and more intelligent gadgets. Today, these gadgets are often mobile devices, but in the advent of smart cities, more…
cs.LG2020★ 10 cited
Testing the Robustness of AutoML Systems
Tuomas Halvari, Jukka K. Nurminen, Tommi Mikkonen
Automated machine learning (AutoML) systems aim at finding the best machine learning (ML) pipeline that automatically matches the task and data at hand. We investigate the robustne…