98 citations · 196 across the 32 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
math.ST2024
Variance Reduction for Independent Metropolis
Siran Liu, Petros Dellaportas, Michalis K. Titsias
Assume that we would like to estimate the expected value of a function with respect to an intractable density , which is specified up to some unknown normalising constant. W…
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…