
Practices for Engineering Trustworthy Machine Learning Applications
Following the recent surge in adoption of machine learning (ML), the neg...
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Adoption and Effects of Software Engineering Best Practices in Machine Learning
The increasing reliance on applications with machine learning (ML) compo...
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ASlib: A Benchmark Library for Algorithm Selection
The task of algorithm selection involves choosing an algorithm from a se...
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The Configurable SAT Solver Challenge (CSSC)
It is well known that different solution strategies work well for differ...
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claspfolio 2: Advances in Algorithm Selection for Answer Set Programming
To appear in Theory and Practice of Logic Programming (TPLP). Building o...
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Solver Scheduling via Answer Set Programming
Although Boolean Constraint Technology has made tremendous progress over...
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Bayesian Optimization With Censored Response Data
Bayesian optimization (BO) aims to minimize a given blackbox function us...
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Holger Hoos
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Professor of Machine Learning at Leiden University, Professor of Computer Science at University of British Columbia