On the Initialisation of Wide Low-Rank Feedforward Neural Networks. - Thiziri Nait Saada; Jared Tanner (CoRR, 2023)

CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images. - Thiziri Nait Saada; Valentina Di Proietto; Benoit Schmauch; Katharina von Loga; Lucas Fidon (COMPAY@MICCAI, 2024)

Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes. - Thiziri Nait Saada; Alireza Naderi; Jared Tanner (ICLR, 2024)

Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Transformers. - Alireza Naderi; Thiziri Nait Saada; Jared Tanner (CoRR, 2024)