Sourav Dutta

Fine-grained Search Space Classification for Hard Enumeration Variants\n of Subset Problems

2019 · arXiv (Cornell University)

We propose a simple, powerful, and flexible machine learning framework for\n(i) reducing the search space of computationally difficult enumeration variants\nof subset problems and (ii) augmenting existing state-of-the-art solvers with\ninformative cues arising from the input distribution. …