Frequentist Model Averaging with missing observations. - Michael Schomaker; Alan T. K. Wan; Christian Heumann (Comput. Stat. Data Anal., 2010)

James-Stein Estimator. - Christian Heumann (International Encyclopedia of Statistical Science, 2011)

Multiple Imputation. - Christian Heumann (International Encyclopedia of Statistical Science, 2011)

Model selection and model averaging after multiple imputation. - Michael Schomaker; Christian Heumann (Comput. Stat. Data Anal., 2014)

Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model-Agnostic Interpretations. - Christian A. Scholbeck; Christoph Molnar; Christian Heumann; Bernd Bischl; Giuseppe Casalicchio (PKDD/ECML Workshops (1), 2019)

On the Comparability of Pre-trained Language Models. - Matthias Aßenmacher; Christian Heumann (SwissText/KONVENS, 2020)

Re-Evaluating GermEval17 Using German Pre-Trained Language Models. - Matthias Aßenmacher; Alessandra Corvonato; Christian Heumann (SwissText, 2021)

Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach. - Patrick Schulze; Simon Wiegrebe; Paul W. Thurner; Christian Heumann; Matthias Aßenmacher; Sandra Wankmüller (CoRR, 2021)

Benchmarking down-scaled (not so large) pre-trained language models. - Matthias Aßenmacher; Patrick Schulze; Christian Heumann (CoRR, 2021)

Pre-trained language models evaluating themselves - A comparative study. - Philipp Koch; Matthias Aßenmacher; Christian Heumann (Insights@ACL, 2022)

On the Current State of Reproducibility and Reporting of Uncertainty for Aspect-Based Sentiment Analysis. - Elisabeth Lebmeier; Matthias Aßenmacher; Christian Heumann (ECML/PKDD (2), 2022)

Forecasting Foreign Exchange Rates With Parameter-Free Regression Networks Tuned By Bayesian Optimization. - Linwei Li; Paul-Amaury Matt; Christian Heumann (CoRR, 2022)

Bootstrap inference for weighted nearest neighbors imputation. - Shahla Faisal; Christian Heumann (Commun. Stat. Simul. Comput., 2022)

Automatic Transcription of Handwritten Old Occitan Language. - Esteban Garces Arias; Vallari Pai; Matthias Schöffel; Christian Heumann; Matthias Aßenmacher (EMNLP, 2023)

How Different is Stereotypical Bias Across Languages? - Ibrahim Tolga Öztürk; Rostislav Nedelchev; Christian Heumann; Esteban Garces Arias; Marius Roger; Bernd Bischl; Matthias Aßenmacher (PKDD/ECML Workshops (1), 2023)

How Prevalent Is Gender Bias in ChatGPT? - Exploring German and English ChatGPT Responses. - Stefanie Urchs; Veronika Thurner; Matthias Aßenmacher; Christian Heumann; Stephanie Thiemichen (PKDD/ECML Workshops (1), 2023)

A tailored Handwritten-Text-Recognition System for Medieval Latin. - Philipp Koch; Gilary Vera Nuñez; Esteban Garces Arias; Christian Heumann; Matthias Schöffel; Alexander Häberlin; Matthias Aßenmacher (ALP@RANLP, 2023)

Optimal liquidation of foreign currencies when FX rates follow a generalised Ornstein-Uhlenbeck process. - Linwei Li; Paul-Amaury Matt; Christian Heumann (Appl. Intell., 2023)

Multimodal Deep Learning. - Cem Akkus; Luyang Chu; Vladana Djakovic; Steffen Jauch-Walser; Philipp Koch; Giacomo Loss; Christopher Marquardt; Marco Moldovan; Nadja Sauter; Maximilian Schneider; Rickmer Schulte; Karol Urbanczyk; et al. (CoRR, 2023)

Using interpretable boosting algorithms for modeling environmental and agricultural data. - Fabian Obster; Christian Heumann; Heidi Bohle; Paul M. Pechan (CoRR, 2023)

Classifying multilingual party manifestos: Domain transfer across country, time, and genre. - Matthias Aßenmacher; Nadja Sauter; Christian Heumann (CoRR, 2023)

Position Paper: Bridging the Gap Between Machine Learning and Sensitivity Analysis. - Christian A. Scholbeck; Julia Moosbauer; Giuseppe Casalicchio; Hoshin Gupta; Bernd Bischl; Christian Heumann (CoRR, 2023)

Application of iterative hybrid MI approach to household survey data with complex dependence structures. - Humera Razzak; Christian Heumann (Commun. Stat. Simul. Comput., 2023)

Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation. - Esteban Garces Arias; Julian Rodemann; Meimingwei Li; Christian Heumann; Matthias Aßenmacher (EMNLP (Findings), 2024)

Variational Approach for Efficient KL Divergence Estimation in Dirichlet Mixture Models. - Samyajoy Pal; Christian Heumann (CoRR, 2024)

Can OpenSource beat ChatGPT? - A Comparative Study of Large Language Models for Text-to-Code Generation. - Luis Mayer; Christian Heumann; Matthias Aßenmacher (CoRR, 2024)

Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework. - Esteban Garces Arias; Hannah Blocher; Julian Rodemann; Meimingwei Li; Christian Heumann; Matthias Aßenmacher (CoRR, 2024)

Marginal effects for non-linear prediction functions. - Christian A. Scholbeck; Giuseppe Casalicchio; Christoph Molnar; Bernd Bischl; Christian Heumann (Data Min. Knowl. Discov., 2024)

Correction: Marginal effects for non-linear prediction functions. - Christian A. Scholbeck; Giuseppe Casalicchio; Christoph Molnar; Bernd Bischl; Christian Heumann (Data Min. Knowl. Discov., 2024)

taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades. - Stefanie Urchs; Veronika Thurner; Matthias Aßenmacher; Christian Heumann; Stephanie Thiemichen (ACL (Findings), 2025)

Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation. - Esteban Garces Arias; Meimingwei Li; Christian Heumann; Matthias Aßenmacher (COLING, 2025)

A Geoparsing Pipeline for Multilingual Social Media Posts from Ukraine. - Maxim Mironov; Alexander Marquard; Daniel Racek; Christian Heumann; Paul W. Thurner; Matthias Aßenmacher (GeoExT@ECIR, 2025)

fmeffects: An R Package for Forward Marginal Effects. - Holger Löwe; Christian A. Scholbeck; Christian Heumann; Bernd Bischl; Giuseppe Casalicchio (R J., 2025)

Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan. - Matthias Schöffel; Marinus Wiedner; Esteban Garces Arias; Paula Ruppert; Christian Heumann; Matthias Aßenmacher (CoRR, 2025)

OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates Discovery. - Chongsheng Zhang; Shuwen Wu; Yingqi Chen; Matthias Aßenmacher; Christian Heumann; Yi Men; Gaojuan Fan; João Gama 001 (CoRR, 2025)

Unveiling Factors for Enhanced POS Tagging: A Study of Low-Resource Medieval Romance Languages. - Matthias Schöffel; Esteban Garces Arias; Marinus Wiedner; Paula Ruppert; Meimingwei Li; Christian Heumann; Matthias Aßenmacher (CoRR, 2025)