LMS-IMA Joint Meeting: The Mathematical Foundations of Artificial Intelligence - Online attendance

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LMS/IMA Joint Meeting 2023

The 新澳开奖is delighted to听announce the 2023 LMS/IMA Joint Meeting on 'The Mathematical Foundations of Artificial Intelligence'. We welcome all who are interested to attend this event, with registration open both to LMS/IMA Members and to non-members.

Artificial Intelligence is a rapidly evolving field that is already having a great societal impact thanks to the unprecedented performance of deep neural networks and AI generative models. The technological success of AI is boosting research on the mathematical foundations of AI which builds on an already rich history of important mathematical results and encompasses many areas, including physics-inspired machine learning, statistical physics, Bayesian, deep, and reinforcement learning, among others.

The LMS/IMA Conference on The Mathematical Foundations of AI aims at bringing together top mathematicians and computer scientists working in both the academic and the private sectors to highlight key developments in the field. We foresee stimulating discussions and exchange of ideas on this exciting and fast-developing field that will contribute to changing the landscape of the field and shape future research directions.


Programme (all timings in BST)

Organising Committee; Ginestra Bianconi (Queen Mary University of London), James Davenport (University of Bath), Andr谩s Juh谩sz (University of Oxford).

10:30

Welcome and refreshments

11:00

Welcome from 新澳开奖and IMA

11:30

David Saad (Aston University)

The Space of Functions Computed by Deep-learning Networks

12:30

Michael Bronstein (University of Oxford)

Physics-inspired graph neural networks

13:30 LUNCH
14:30

Lisa Kreusser (University of Bath)

Differential equations for machine learning

15:30

Gitta Kutyniok (LMU M眉nchen)

Reliable AI: Successes, Challenges, and Limitations

16:30 BREAK
17:00

Petar Veli膷kovi膰 (DeepMind and University of Cambridge)

Capturing Computation with Algorithmic Alignment

When
October 13th, 2023 from 11:00 AM to  6:00 PM
Location
Online, via Zoom (hosted by the LMS)
United Kingdom
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