Litcius/Paper detail

On the rate of convergence of image classifiers based on convolutional neural networks

Michael Köhler, Adam Krzyżak, Benjamin Walter

2022Annals of the Institute of Statistical Mathematics14 citationsDOI

Topics & Concepts

Convolutional neural networkPattern recognition (psychology)Curse of dimensionalityArtificial intelligenceRate of convergenceConvergence (economics)Artificial neural networkDimension (graph theory)Image (mathematics)Contextual image classificationComputer scienceMathematicsAlgorithmMachine learningEconomicsComputer networkChannel (broadcasting)Economic growthPure mathematicsAnomaly Detection Techniques and ApplicationsImbalanced Data Classification TechniquesNeural Networks and Applications
On the rate of convergence of image classifiers based on convolutional neural networks | Litcius