Maren Hackenberg

activity

20202026

most citedA statistical approach to latent dynamic modeling with differential equations

2 citations · 2 across the 8 of their papers we have counts for

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cs.LG2026

Embedding interpretable $ℓ_{1}$ -regression into neural networks for uncovering temporal structure in cell imaging

Fabian Kabus, Maren Hackenberg, Julia Hindel +6

While artificial neural networks excel in unsupervised learning of non-sparse structure, classical statistical regression techniques offer better interpretability, in particular wh…

stat.ME2026

A statistical perspective on transformers for small longitudinal cohort data

Kiana Farhadyar, Maren Hackenberg, Kira Ahrens +10

Modeling of longitudinal cohort data typically involves complex temporal dependencies between multiple variables. There, the transformer architecture, which has been highly success…

Embedding interpretable ℓ1​-regression into neural networks for uncovering temporal structure in cell imaging

A statistical perspective on transformers for small longitudinal cohort data

Embedding interpretable $ℓ_{1}$ -regression into neural networks for uncovering temporal structure in cell imaging