16 citations · 30 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 16 cited
Generalized Linear Rule Models
Dennis Wei, Sanjeeb Dash, Tian Gao +1
This paper considers generalized linear models using rule-based features, also referred to as rule ensembles, for regression and probabilistic classification. Rules facilitate mode…
math.OC2018
Binary Extended Formulations
Sanjeeb Dash, Oktay Gunluk, Robert Hildebrand
We analyze different ways of constructing binary extended formulations of mixed-integer problems with bounded integer variables and compare their relative strength with respect to…
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…