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cs.LG2024
Data subsampling for Poisson regression with pth-root-link
Han Cheng Lie, Alexander Munteanu
We develop and analyze data subsampling techniques for Poisson regression, the standard model for count data . In particular, we consider the Poisson generalized li…
cs.LG2024
Scalable Learning of Item Response Theory Models
Susanne Frick, Amer Krivošija, Alexander Munteanu
Item Response Theory (IRT) models aim to assess latent abilities of examinees along with latent difficulty characteristics of test items from categorical data that indicate…