58 citations · 72 across the 4 of their papers we have counts for
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stat.ML2017★ 14 cited
Globally Optimal Symbolic Regression
Vernon Austel, Sanjeeb Dash, Oktay Gunluk +4
In this study we introduce a new technique for symbolic regression that guarantees global optimality. This is achieved by formulating a mixed integer non-linear program (MINLP) who…
cs.DS2017
Constrained Submodular Maximization via Greedy Local Search
Kanthi K. Sarpatwar, Baruch Schieber, Hadas Shachnai
We present a simple combinatorial -approximation algorithm for maximizing a monotone submodular function subject to a knapsack and a matroid constraint. This c…