25 citations · 41 across the 6 of their papers we have counts for
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stat.AP2023
Augmented Quantization: Mixture Models for Risk-Oriented Sensitivity Analysis
Charlie Sire, Didier Rullière, Rodolphe Le Riche +3
A central question in risk analysis is to identify the factors that drive the system toward a specific hazardous outcome, such as the exceedance of a given threshold. When relying…
stat.CO2023
FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations
Charlie Sire, Yann Richet, Rodolphe Le Riche +3
Quantization summarizes continuous distributions by calculating a discrete approximation. Among the widely adopted methods for data quantization is Lloyd's algorithm, which partiti…