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INFORMED AI Summer School 2025
June 16 @ 9:00 am - June 19 @ 5:00 pm
We are pleased to announce the Hub’s first summer school. The 4 day event will be held at the University of Bristol School of Mathematics from Monday 16 June to Thursday 19 June 2025.
The school aims to expose participants to current research in the mathematics underpinning AI and Machine Learning. We welcome participation from early career as well as established researchers in academia and industry.
The summer school is part of the INFORMED-AI hub, one of three EPSRC-funded hubs on the mathematical foundations of artificial intelligence. A joint venture between the universities of Bristol, Cambridge, and Durham and Imperial College, London, it focuses on collective intelligence in distributed multi-agent systems such as power grids, transport and communication networks, robot swarms, etc.
Short courses will be delivered by the following speakers. In addition, there are opportunities for short talks from participants.
Speakers
José Miguel Hernández Lobato
Professor of Machine Learning, University of Cambridge & Chief AI Officer, Angstrom AI.
Title: Diffusion models and their applications in molecular modeling
Biography and abstract
Peter Kairouz
Research Scientist at Google
Title: LLM Privacy: From Principles to Practice
Biography and abstract
Maryam Kamgarpour
Director Sycamore Lab, EPFL (École Polytechnique Fédérale de Lausanne).
Title: Decentralized Learning of Equilibria in Multiagent Games
Biogaphy and abstract
Speaker Slides
José Miguel Hernández Lobato
- Deep Generative Models for Molecular Simulations (3 MB)
- Introduction to Stochastic Interpolants, Flow Matching and Diffusion (2 MB)
- FEAT: Free energy Estimators with Adaptive Transport (2 MB)
Peter Kairouz
- tbc
Maryam Kamgarpour
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Schedule:
Event Guide for attendees:
SUMMER SCHOOL Event Guide | INFORMED AI
Cost and Registration
Registration is now closed.
Contact
For all enquiries email informed-ai@bristol.ac.uk