Conferences  >  Informatics  >  Implementation and Applications of Artificial Intelligence  >  United Kingdom

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1
IDEAL 2021 — Intelligent Data Engineering and Automated Learning
25 Nov 2021 - 27 Nov 2027 • Manchester, United Kingdom
2
New Directions for Stochastic Differential Equations and Machine Learning
03 Jun 2024 - 07 Jun 2024 • ICMS, Bayes Centre, Edinburgh, United Kingdom
Organizer:
ICMS - International Centre for Mathematical Sciences
Abstract:
In recent years, the field of machine learning (ML) has seen tremendous progress, with many breakthroughs directly connected to the well-studied mathematical theory of Stochastic Differential Equations (SDEs). This increasingly fruitful relationship between SDEs and ML has produced several state-of-the-art innovations, ranging from Langevin algorithms in Bayesian learning to score-based diffusion models in computer vision. This workshop aims to bring the SDE and ML communities closer together and “sow the seeds” for future interdisciplinary and impactful research.
Topics:
SDE-inspired learning algorithms and architectures • Computational or learning-based algorithms for SDEs • Theoretical connections between SDEs and machine learning • Applications and areas of opportunity between disciplines
Event listing ID:
1593187


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Last updated: 30 November 2023