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IDEAL 2021 — Intelligent Data Engineering and Automated Learning
25 Nov 2021 - 27 Nov 2027 • Manchester, United Kingdom
New Directions for Stochastic Differential Equations and Machine Learning
03 Jun 2024 - 07 Jun 2024 • ICMS, Bayes Centre, Edinburgh, United Kingdom
ICMS - International Centre for Mathematical Sciences
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.
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
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1593187 offers, as part of its business activities, a directory of upcoming scientific and technical meetings. The calendar is published for the convenience of conference participants and we strive to support conference organisers who need to publish their upcoming events. Although great care is being taken to ensure the correctness of all entries, we cannot accept any liability that may arise from the presence, absence or incorrectness of any particular information on this website. Always check with the meeting organiser before making arrangements to participate in an event!

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Last updated: 30 November 2023