Christian Heumann

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 26

Top Topics

Unconstrained Handwritten

Top Venues

Commun. Stat. Simul. Comput.

Publications

Samyajoy Pal, Christian Heumann
Variational Approach for Efficient KL Divergence Estimation in Dirichlet Mixture Models. CoRR (2024)
Esteban Garces Arias, Julian Rodemann, Meimingwei Li, Christian Heumann, Matthias Aßenmacher
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation. CoRR (2024)
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, Jann Goschenhofer, Christian Heumann, Rasmus Hvingelby, Daniel Schalk, Matthias Aßenmacher
Multimodal Deep Learning. CoRR (2023)
Fabian Obster, Christian Heumann, Heidi Bohle, Paul M. Pechan
Using interpretable boosting algorithms for modeling environmental and agricultural data. CoRR (2023)
Stefanie Urchs, Veronika Thurner, Matthias Aßenmacher, Christian Heumann, Stephanie Thiemichen
How Prevalent is Gender Bias in ChatGPT? - Exploring German and English ChatGPT Responses. CoRR (2023)
Christian A. Scholbeck, Julia Moosbauer, Giuseppe Casalicchio, Hoshin Gupta, Bernd Bischl, Christian Heumann
Position Paper: Bridging the Gap Between Machine Learning and Sensitivity Analysis. CoRR (2023)
Ibrahim Tolga Öztürk, Rostislav Nedelchev, Christian Heumann, Esteban Garces Arias, Marius Roger, Bernd Bischl, Matthias Aßenmacher
How Different Is Stereotypical Bias Across Languages? CoRR (2023)
Philipp Koch, Gilary Vera Nuñez, Esteban Garces Arias, Christian Heumann, Matthias Schöffel, Alexander Häberlin, Matthias Aßenmacher
A tailored Handwritten-Text-Recognition System for Medieval Latin. ALP@RANLP (2023)
Holger Löwe, Christian A. Scholbeck, Christian Heumann, Bernd Bischl, Giuseppe Casalicchio
fmeffects: An R Package for Forward Marginal Effects. CoRR (2023)
Linwei Li, Paul-Amaury Matt, Christian Heumann
Optimal liquidation of foreign currencies when FX rates follow a generalised Ornstein-Uhlenbeck process. Appl. Intell. 53 (2) (2023)
Philipp Koch, Gilary Vera Nuñez, Esteban Garces Arias, Christian Heumann, Matthias Schöffel, Alexander Häberlin, Matthias Aßenmacher
A tailored Handwritten-Text-Recognition System for Medieval Latin. CoRR (2023)
Humera Razzak, Christian Heumann
Application of iterative hybrid MI approach to household survey data with complex dependence structures. Commun. Stat. Simul. Comput. 52 (1) (2023)
Esteban Garces Arias, Vallari Pai, Matthias Schöffel, Christian Heumann, Matthias Aßnmacher
Automatic Transcription of Handwritten Old Occitan Language. EMNLP (2023)
Matthias Aßenmacher, Nadja Sauter, Christian Heumann
Classifying multilingual party manifestos: Domain transfer across country, time, and genre. CoRR (2023)
Shahla Faisal, Christian Heumann
Bootstrap inference for weighted nearest neighbors imputation. Commun. Stat. Simul. Comput. 51 (6) (2022)
Christian A. Scholbeck, Giuseppe Casalicchio, Christoph Molnar, Bernd Bischl, Christian Heumann
Marginal Effects for Non-Linear Prediction Functions. CoRR (2022)
Linwei Li, Paul-Amaury Matt, Christian Heumann
Forecasting Foreign Exchange Rates With Parameter-Free Regression Networks Tuned By Bayesian Optimization. CoRR (2022)
Elisabeth Lebmeier, Matthias Aßenmacher, Christian Heumann
On the Current State of Reproducibility and Reporting of Uncertainty for Aspect-Based Sentiment Analysis. ECML/PKDD (2) (2022)
Philipp Koch, Matthias Aßenmacher, Christian Heumann
Pre-trained language models evaluating themselves - A comparative study. Insights@ACL (2022)
Matthias Aßenmacher, Alessandra Corvonato, Christian Heumann
Re-Evaluating GermEval17 Using German Pre-Trained Language Models. CoRR (2021)
Matthias Aßenmacher, Alessandra Corvonato, Christian Heumann
Re-Evaluating GermEval17 Using German Pre-Trained Language Models. SwissText (2021)
Patrick Schulze, Simon Wiegrebe, Paul W. Thurner, Christian Heumann, Matthias Aßenmacher, Sandra Wankmüller
Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach. CoRR (2021)
Matthias Aßenmacher, Christian Heumann
On the Comparability of Pre-trained Language Models. SwissText/KONVENS (2020)
Matthias Aßenmacher, Christian Heumann
On the comparability of Pre-trained Language Models. CoRR (2020)
Christian A. Scholbeck, Christoph Molnar, Christian Heumann, Bernd Bischl, Giuseppe Casalicchio
Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model Agnostic Interpretations. CoRR (2019)
Christian A. Scholbeck, Christoph Molnar, Christian Heumann, Bernd Bischl, Giuseppe Casalicchio
Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model-Agnostic Interpretations. PKDD/ECML Workshops (1) (2019)
Michael Schomaker, Christian Heumann
Model selection and model averaging after multiple imputation. Comput. Stat. Data Anal. 71 (2014)
Michael Schomaker, Alan T. K. Wan, Christian Heumann
Frequentist Model Averaging with missing observations. Comput. Stat. Data Anal. 54 (12) (2010)