Aku Kammonen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 3

Top Topics

Generalization Error

Linear Classifiers

Top Venues

Publications

Aku Kammonen, Lisi Liang, Anamika Pandey, Raúl Tempone
Comparing Spectral Bias and Robustness For Two-Layer Neural Networks: SGD vs Adaptive Random Fourier Features. CoRR (2024)
Aku Kammonen, Jonas Kiessling, Petr Plechác, Mattias Sandberg, Anders Szepessy, Raúl Tempone
Smaller generalization error derived for deep compared to shallow residual neural networks. CoRR (2020)
Aku Kammonen, Jonas Kiessling, Petr Plechác, Mattias Sandberg, Anders Szepessy
Adaptive random Fourier features with Metropolis sampling. CoRR (2020)