The backbone method for ultra-high dimensional sparse machine learning
Dimitris Bertsimas, Vassilis Digalakis
Topics & Concepts
Computer scienceSet (abstract data type)Scale (ratio)Artificial intelligenceRegressionDecision treeMachine learningSparse approximationTree (set theory)AlgorithmPattern recognition (psychology)Mathematical optimizationMathematicsPhysicsStatisticsMathematical analysisProgramming languageQuantum mechanicsSparse and Compressive Sensing TechniquesMachine Learning and AlgorithmsStatistical Methods and Inference