Orthogonal Recurrent Neural Networks with Scaled Cayley Transform. - Kyle Helfrich; Devin Willmott; Qiang Ye 003 (ICML, 2018)

Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform. - Kehelwala Dewage Gayan Maduranga; Kyle E. Helfrich; Qiang Ye 003 (AAAI, 2019)

Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory. - Kyle Helfrich; Qiang Ye 003 (AAAI, 2020)

Batch Normalization Preconditioning for Neural Network Training. - Susanna Lange; Kyle Helfrich; Qiang Ye 003 (J. Mach. Learn. Res., 2022)