Zobrazeno 1 - 10
of 949
pro vyhledávání: '"PAULY, MARKUS"'
Autor:
Schmid, Lena, Biebert, Daniel, Hakert, Christian, Chen, Kuan-Hsun, Lang, Michel, Pauly, Markus, Chen, Jian-Jia
The rise of machine learning methods on heavily resource constrained devices requires not only the choice of a suitable model architecture for the target platform, but also the optimization of the chosen model with regard to execution time consumptio
Externí odkaz:
http://arxiv.org/abs/2406.12531
Functional data analysis is becoming increasingly popular to study data from real-valued random functions. Nevertheless, there is a lack of multiple testing procedures for such data. These are particularly important in factorial designs to compare di
Externí odkaz:
http://arxiv.org/abs/2406.01242
Autor:
Steinmeister, Louis, Pauly, Markus
"If you ask ten experts, you will get ten different opinions." This common proverb illustrates the common association of expert forecasts with personal bias and lack of consistency. On the other hand, digitization promises consistency and explainabil
Externí odkaz:
http://arxiv.org/abs/2404.09334
The last decade has shed some light on theoretical properties such as their consistency for regression tasks. In the current paper, we propose a new class of very simple learners based on so-called naive trees. These naive trees partition the feature
Externí odkaz:
http://arxiv.org/abs/2404.06850
ChatGPT is notorious for its intransparent behavior. This paper tries to shed light on this, providing an in-depth analysis of the dark personality traits and conspiracy beliefs of GPT-3.5 and GPT-4. Different psychological tests and questionnaires w
Externí odkaz:
http://arxiv.org/abs/2402.04110
In statistics, it is important to have realistic data sets available for a particular context to allow an appropriate and objective method comparison. For many use cases, benchmark data sets for method comparison are already available online. However
Externí odkaz:
http://arxiv.org/abs/2308.07842
While there exists several inferential methods for analyzing functional data in factorial designs, there is a lack of statistical tests that are valid (i) in general designs, (ii) under non-restrictive assumptions on the data generating process and (
Externí odkaz:
http://arxiv.org/abs/2306.15259
This contribution analyzes the self-perception and political biases of OpenAI's Large Language Model ChatGPT. Taking into account the first small-scale reports and studies that have emerged, claiming that ChatGPT is politically biased towards progres
Externí odkaz:
http://arxiv.org/abs/2304.07333
Data cubes are multidimensional databases, often built from several separate databases, that serve as flexible basis for data analysis. Surprisingly, outlier detection on data cubes has not yet been treated extensively. In this work, we provide the f
Externí odkaz:
http://arxiv.org/abs/2303.08193
Many planning and decision activities in logistics and supply chain management are based on forecasts of multiple time dependent factors. Therefore, the quality of planning depends on the quality of the forecasts. We compare various forecasting metho
Externí odkaz:
http://arxiv.org/abs/2303.07139