Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities. - Daniele Melati; Mohsen Kamandar Dezfouli; Yuri Grinberg; Muhammad Al-Digeil; Dan-Xia Xu; Jens H. Schmid; Pavel Cheben; Abi Waqas 001; Paolo Manfredi; Jianhao Zhang; Laurent Vivien; Carlos Alonso-Ramos (ECOC, 2021)

PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes. - Muhammad Al-Digeil; Yuri Grinberg; Daniele Melati; Mohsen Kamandar Dezfouli; Jens H. Schmid; Pavel Cheben; Siegfried Janz; Dan-Xia Xu (CoRR, 2022)