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cs.LG2025
Multi-task Neural Diffusion Processes
Joseph Rawson, Domniki Ladopoulou, Petros Dellaportas
Neural diffusion processes provide a scalable, non-Gaussian approach to modelling distributions over functions, but existing formulations are limited to single-task inference and d…
cs.LG2024★ 3 cited
Probabilistic Multi-Layer Perceptrons for Wind Farm Condition Monitoring
Filippo Fiocchi, Domna Ladopoulou, Petros Dellaportas
We provide a condition monitoring system for wind farms, based on normal behaviour modelling using a probabilistic multi-layer perceptron with transfer learning via fine-tuning. Th…