Litcius/Paper detail

Near-optimal Nonlinear Regression Trees

Dimitris Bertsimas, Jack Dunn, Yuchen Wang

2021Operations Research Letters20 citationsDOI

Topics & Concepts

Multivariate adaptive regression splinesHyperplaneRegressionNonlinear regressionPolynomial regressionMathematicsNonlinear systemMultivariate statisticsRandom forestMars Exploration ProgramMathematical optimizationPolynomialComputer scienceAlgorithmRegression analysisStatisticsArtificial intelligenceCombinatoricsMathematical analysisAstronomyPhysicsQuantum mechanicsAdvanced Statistical Methods and ModelsStatistical Methods and InferenceNeural Networks and Applications