Skip to main content
University of Oxford logo Home

Search form

  • Log in
  • Members
  • About Us
    • Contact Us
    • Travel & Maps
    • Our Building
    • Supporting Mathematics
    • Alumni
    • History
    • Art and Oxford Mathematics
    • Equality, Diversity and Inclusion
    • News
    • Vacancies
  • Study Here
    • Undergraduate Study
    • Postgraduate Study
    • Current Students
  • Research
    • Research Groups
    • Case Studies
    • Faculty Books
  • Outreach
    • Posters
    • Oxford Mathematics Alphabet
    • Oxford Online Maths Club
    • Oxford Maths Festival
    • It All Adds Up
    • Problem Solving Matters
    • MIORPA
    • PROMYS Europe
    • Oxfordshire Maths Masterclasses
    • Outreach Information
    • Mailing List
  • People
    • Key Contacts
    • People List
    • A Global Department
    • Research Fellowship Programmes
    • Professional Services Teams
  • Events
    • Venue Hire
    • Public Lectures & Events
    • Departmental Seminars & Events
    • Special Lectures
    • Conferences
    • Summer Schools
    • Past Events
    • Info for Event Organisers & Attendees

Primary tabs

  • View
  • Contact
Alireza's photo

Alireza Naderi

Pronouns
He / Him
Status
Postgraduate Student
+44 1865 615321
Contact form
Research groups
  • Machine Learning and Data Science
Research subgroups
  • Random Matrix Theory
Address
Mathematical Institute
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
Facebook LinkedIn Bluesky X
TikTok Instagram YouTube
London Mathematical Society Good Practice Scheme Athena SWAN Silver Award (ECU Gender Charter) Stonewall Silver Employer 2022

© Mathematical Institute

Accessibility Statement


Privacy Policy

Cookies

sfy39587stp18