Sho Okumoto

Learnability of convolutional neural networks for infinite dimensional input via mixed and anisotropic smoothness

Among a wide range of success of deep learning, convolutional neural networks have been extensively utilized in several tasks such as speech recognition, image processing, and natural language processing, which require inputs with large dimensions. Several studies have investigated function estimati…