Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity
Shiyun Xu, Zhiqi Bu, Pratik Chaudhari, Ian Barnett
Topics & Concepts
Computer scienceArtificial intelligenceFeature selectionSelection (genetic algorithm)Artificial neural networkGroup (periodic table)Pattern recognition (psychology)Machine learningFeature (linguistics)Deep learningOrganic chemistryLinguisticsPhilosophyChemistryGenerative Adversarial Networks and Image SynthesisNeural Networks and ApplicationsDomain Adaptation and Few-Shot Learning