2 papers
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.LG2021
Certifying Robustness to Programmable Data Bias in Decision Trees
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
Datasets can be biased due to societal inequities, human biases, under-representation of minorities, etc. Our goal is to certify that models produced by a learning algorithm are po…