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15 January 2026

Self-creating random walks for decentralised learning under Pac-Man attacks

ESD Research Seminar by Xingran Chen – In this seminar, we investigate an adversarial threat termed the “Pac-Man” attack, in which a malicious node probabilistically terminates any random walk (RW) that visits it.

Adaptive and robust optimisation algorithms for large scale machine learning

ESD Research Seminar by Ali Kavis – This seminar will investigate the shortcomings of classical approaches and explore how data-driven, adaptive mechanisms could help in theory and application.

Seminar/Lecture

10.00 am – 11.00 am

Online (Zoom)

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Events

Self-creating random walks for decentralised learning under Pac-Man attacks

Adaptive and robust optimisation algorithms for large scale machine learning

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