Tropical Geometry of Deep Neural Networks. - Liwen Zhang; Gregory Naitzat; Lek-Heng Lim (ICML, 2018)

Topology of Deep Neural Networks. - Gregory Naitzat; Andrey Zhitnikov; Lek-Heng Lim (J. Mach. Learn. Res., 2020)

On Inversion-Free Mapping and Distortion Minimization. - Alexander Naitsat; Gregory Naitzat; Yehoshua Y. Zeevi (J. Math. Imaging Vis., 2021)