12 citations · 38 across the 19 of their papers we have counts for
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cs.LG2019★ 5 cited
Learning Multi-Stage Sparsification for Maximum Clique Enumeration
Marco Grassia, Juho Lauri, Sourav Dutta +1
We propose a multi-stage learning approach for pruning the search space of maximum clique enumeration, a fundamental computationally difficult problem arising in various network an…
cs.LG2019★ 1 cited
Fine-grained Search Space Classification for Hard Enumeration Variants of Subset Problems
Juho Lauri, Sourav Dutta
We propose a simple, powerful, and flexible machine learning framework for (i) reducing the search space of computationally difficult enumeration variants of subset problems and (i…