Maren Hackenberg

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A statistical perspective on transformers for small longitudinal cohort data. CoRR Kiana Farhadyar, Maren Hackenberg, Kira Ahrens, Charlotte Schenk, Bianca Kollmann, Oliver Tüscher, Klaus Lieb, Michael M. Plichta, Andreas Reif, Raffael Kalisch, Martin Wolkewitz, Moritz Hess, Harald Binder
2026	J	`jnl`	Embedding interpretable ℓ CoRR Fabian Kabus, Maren Hackenberg, Julia Hindel, Thibault Cholvin, Antje Kilias, Thomas Brox, Abhinav Valada, Marlene Bartos, Harald Binder
2025	J	`jnl`	Evaluating discrepancies in dimensionality reduction for time-series single-cell RNA-sequencing data. Briefings Bioinform. Maren Hackenberg, Laia Canal Guitart, Rolf Backofen, Harald Binder
2025	J	`jnl`	Small Data Explainer - The impact of small data methods in everyday life. CoRR Maren Hackenberg, Sophia G. Connor, Fabian Kabus, June Brawner, Ella Markham, Mahi Hardalupas, Areeq Chowdhury, Rolf Backofen, Anna Köttgen, Angelika Rohde, Nadine Felizitas Binder, Harald Binder
2025	J	`jnl`	Using latent representations to link disjoint longitudinal data for mixed-effects regression. CoRR Clemens Schächter, Maren Hackenberg, Michelle Pfaffenlehner, Félix B. Tambe-Ndonfack, Thorsten Schmidt, Astrid Pechmann, Janbernd Kirschner, Jan Hasenauser, Harald Binder
2023	J	`jnl`	A statistical approach to latent dynamic modeling with differential equations. CoRR Maren Hackenberg, Astrid Pechmann, Clemens Kreutz, Janbernd Kirschner, Harald Binder
2023	J	`jnl`	Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groups. CoRR Kiana Farhadyar, Federico Bonofiglio, Maren Hackenberg, Daniela Zöller, Harald Binder
2023	J	`jnl`	Investigating a domain adaptation approach for integrating different measurement instruments in a longitudinal clinical registry. CoRR Maren Hackenberg, Michelle Pfaffenlehner, Max Behrens, Astrid Pechmann, Janbernd Kirschner, Harald Binder
2022	J	`jnl`	The JuliaConnectoR: A Functionally-Oriented Interface for Integrating Julia in R. J. Stat. Softw. Stefan Lenz, Maren Hackenberg, Harald Binder
2020	J	`jnl`	Deep dynamic modeling with just two time points: Can we still allow for individual trajectories? CoRR Maren Hackenberg, Philipp Harms, Thorsten Schmidt, Harald Binder
2020	J	`jnl`	Exploring generative deep learning for omics data using log-linear models. Bioinform. Moritz Hess, Maren Hackenberg, Harald Binder
2020	J	`jnl`	The JuliaConnectoR: a functionally oriented interface for integrating Julia in R. CoRR Stefan Lenz, Maren Hackenberg, Harald Binder
2020	J	`jnl`	Using Differentiable Programming for Flexible Statistical Modeling. CoRR Maren Hackenberg, Marlon Grodd, Clemens Kreutz, Martina Fischer, Janina Esins, Linus Grabenhenrich, Christian Karagiannidis, Harald Binder