Thomas Hamm

A Derivation of Feedforward Neural Network Gradients Using Fr\'echet Calculus

Thomas Hamm, 2022, 2209.13234.

Adaptive learning rates for support vector machines working on data with low intrinsic dimension

Ingo Steinwart, Thomas Hamm, Ingo Steinwart, 2020, The Annals of Statistics.

SVM Learning Rates for Data with Low Intrinsic Dimension

Ingo Steinwart, Thomas Hamm, 2020 .

Intrinsic Dimension Adaptive Partitioning for Kernel Methods

Ingo Steinwart, Thomas Hamm, Ingo Steinwart, 2021, SIAM Journal on Mathematics of Data Science.