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08/18/2023
A tailored Handwritten-Text-Recognition System for Medieval Latin
The Bavarian Academy of Sciences and Humanities aims to digitize its Med...
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07/31/2023
Classifying multilingual party manifestos: Domain transfer across country, time, and genre
Annotating costs of large corpora are still one of the main bottlenecks ...
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07/14/2023
How Different Is Stereotypical Bias Across Languages?
Recent studies have demonstrated how to assess the stereotypical bias in...
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05/04/2023
Using interpretable boosting algorithms for modeling environmental and agricultural data
We describe how interpretable boosting algorithms based on ridge-regular...
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01/12/2023
Multimodal Deep Learning
This book is the result of a seminar in which we reviewed multimodal app...
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06/13/2022
Sparse-group boosting – Unbiased group and variable selection
In the presence of grouped covariates, we propose a framework for boosti...
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04/26/2022
Forecasting foreign exchange rates with regression networks tuned by Bayesian optimization
The article is concerned with the problem of multi-step financial time s...
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01/21/2022
Marginal Effects for Non-Linear Prediction Functions
Beta coefficients for linear regression models represent the ideal form ...
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01/03/2020
On the comparability of Pre-trained Language Models
Recent developments in unsupervised representation learning have success...
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04/08/2019
Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model Agnostic Interpretations
Non-linear machine learning models often trade off a great predictive pe...
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02/13/2018