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
    • News
    • Vacancies
    • Good Practice
  • Study Here
    • Undergraduate Study
    • Postgraduate Study
    • Current Students
  • Research
    • Research Groups
    • Case studies
    • Faculty Books
  • Outreach
    • Posters
    • Oxford Mathematics Alphabet
    • Oxford Online Maths Club
    • It All Adds Up
    • Problem Solving Matters
    • PROMYS Europe
    • Oxfordshire Maths Masterclasses
    • Outreach Information
  • People
    • Key Contacts
    • University People Search
    • People list
    • A Global Department
    • Research Fellowship Programmes
    • Professional Services Teams
  • Events
    • Conference Facilities
    • Public Lectures & Events
    • Departmental Seminars & Events
    • Special Lectures
    • Conferences
    • Summer Schools
    • Past Events
    • Alumni newsletters
    • Info for event organisers and attendees

Primary tabs

  • View(active tab)
  • Contact
Credit: J Theo Kauth, www.flickr.com/photos/jip_and_elsewhere

Joel Dyer

Status
Postgraduate Student
Contact form
https://joelnmdyer.github.io/
+44 1865 283890
Research groups
  • Oxford Centre for Industrial and Applied Mathematics

Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG

Teaching

TA for B8.2 Continuous Martingales and Stochastic Calculus, 2022

TA for B8.1 Probability, Measure, and Martingales, 2021

Tutor for C5.4 Networks, 2021

TA for C5.4 Networks, 2020

TA for B8.5 Graph Theory, 2019

Prizes, awards, and scholarships

Best Proposal Paper Award, AI4ABM Workshop at ICML 2022

Alan Turing Institute Enrichment Student, 2021-2022

EPSRC InFoMM CDT Studentship, University of Oxford, 2018-2022

Research interests

I am a DPhil student in Mathematics and member of Cohort 5 of the InFoMM CDT. I am affiliated with the Institute for New Economic Thinking at Oxford and supervised by Prof J Doyne Farmer. My research interests include:

Complexity economics

Opinion dynamics

Computational social science

Bayesian inference

Major / recent publications

Calibrating agent-based models to microdata with graph neural networks
Dyer, J; Cannon, P; Farmer, JD; Schmon, SM
2022 (Spotlight Talk & Best Proposal Award at the AI4ABM Workshop, ICML)

Black-box Bayesian inference for economic agent-based models
Dyer, J; Cannon, P; Farmer, JD; Schmon, SM
2022 (arxiv)

Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation
Dyer, J; Cannon, P; Schmon, SM
International Conference on Artificial Intelligence and Statistics 25 (2022)

Approximate Bayesian Computation with Path Signatures
Dyer, J; Cannon, P; Schmon, SM
2021 (arxiv)

Deep Signature Statistics for Likelihood-free Time-series Models
Dyer, J; Cannon, P; Schmon, SM
2021 (INNF+ Workshop, ICML)

Public risk perception and emotion on Twitter during the Covid-19 pandemic
Dyer, J; Kolic, B
Applied Network Science issue 1 volume 5 (16 December 2020)

Oxford Mathematics Twitter
Oxford Mathematics Facebook
Oxford Mathematics Instangram
Oxford Mathematics Youtube

© Mathematical Institute
Website Accessibility Statement
Website Privacy Policy & Cookies Statement

Good practice scheme
Athena SWAN silver award
Stonewall workplace equality
sfy39587stp18