Alireza Naderi
Pronouns
He / Him
Status
Postgraduate Student
Research groups
Research subgroups
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Major / recent publications
- AN, Thiziri Nait Saada, Jared Tanner (2024). Mind the Gap: a Spectral Analysis of Rank Collapse
and Signal Propagation in Transformers. arXiv:2410.07799 - AN, Thiziri Nait Saada (2024). A simple proof for the almost sure convergence of
the largest singular value of a product of
Gaussian matrices. arXiv:2409.20180 - Thiziri Nait Saada, AN, Jared Tanner (2023). Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes. ICLR 2024
- AN, Yaniv Plan (2022). Sparsity-Free Compressed Sensing With Applications to Generative Priors. IEEE Journal on Selected Areas in Information Theory
- AN, Yaniv Plan (2021). Beyond Independent Measurements: General Compressed Sensing with GNN Application. NeurIPS 2021 Workshop on Deep Learning and Inverse Problems
Teaching
- B6.2 Optimisation for Data Science - TA (HT 23)
- C6.5 Theories of Deep Learning - Tutor (MT 23)
Research interests
- Theory of Deep Learning
- Random Matrix Theory