On the compression of neural networks using <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si174.svg" display="inline" id="d1e2062"><mml:msub><mml:mrow><mml:mi>ℓ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math>-norm regularization and weight pruning
Felipe Dennis de Resende Oliveira, Eduardo Luiz Ortiz Batista, Rui Seara
Topics & Concepts
Computer scienceOverfittingArtificial neural networkPruningArtificial intelligenceSoftware deploymentAlgorithmMachine learningRegularization (linguistics)Data miningSoftware engineeringAgronomyBiologySparse and Compressive Sensing TechniquesSpeech and Audio ProcessingImage and Signal Denoising Methods