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cs.DS2021★ 1 cited
How to Find a Good Explanation for Clustering?
Sayan Bandyapadhyay, Fedor V. Fomin, Petr A. Golovach +3
-means and -median clustering are powerful unsupervised machine learning techniques. However, due to complicated dependences on all the features, it is challenging to interpr…
cs.DS2021
Subexponential Parameterized Algorithms for Cut and Cycle Hitting Problems on H-Minor-Free Graphs
Sayan Bandyapadhyay, William Lochet, Daniel Lokshtanov +2
We design the first subexponential-time (parameterized) algorithms for several cut and cycle-hitting problems on -minor free graphs. In particular, we obtain the following resul…