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04/05/2023
Hyper-parameter Tuning for Adversarially Robust Models
This work focuses on the problem of hyper-parameter tuning (HPT) for rob...
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01/18/2023
CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots
Robotic systems have several subsystems that possess a huge combinatoria...
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03/18/2021
Defining Utility Functions for Multi-Stakeholder Self-Adaptive Systems
[Context and motivation:] For realistic self-adaptive systems, multiple ...
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11/09/2020
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling
This work introduces TrimTuner, the first system for optimizing machine ...
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04/27/2020
Tradeoff-Focused Contrastive Explanation for MDP Planning
End-users' trust in automated agents is important as automated decision-...
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04/24/2020
Towards Bridging the Gap between Control and Self-Adaptive System Properties
Two of the main paradigms used to build adaptive software employ differe...
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10/17/2019
Developing Self-Adaptive Microservice Systems: Challenges and Directions
A self-adaptive system can dynamically monitor and adapt its behavior to...
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03/10/2019