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cs.LG2022
A machine learning based algorithm selection method to solve the minimum cost flow problem
Philipp Herrmann, Anna Meyer, Stefan Ruzika +2
The minimum cost flow problem is one of the most studied network optimization problems and appears in numerous applications. Some efficient algorithms exist for this problem, which…
cs.LG2022
Certifying Data-Bias Robustness in Linear Regression
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
Datasets typically contain inaccuracies due to human error and societal biases, and these inaccuracies can affect the outcomes of models trained on such datasets. We present a tech…