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检索条件"机构=Institute of Program Structures & Data Organization"
83 条 记 录,以下是1-10 订阅
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The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels  38
The Minimax Rate of HSIC Estimation for Translation-Invarian...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Kalinke, Florian Szabó, Zoltán Institute for Program Structures and Data Organization Karlsruhe Institute of Technology Karlsruhe Germany Department of Statistics London School of Economics London United Kingdom
Kernel techniques are among the most influential approaches in data science and statistics. Under mild conditions, the reproducing kernel Hilbert space associated to a kernel is capable of encoding the independence of...
来源: 评论
How Domain Knowledge can Improve Machine Learning Surrogates for Manufacturing Process Optimization – a Comparative Study
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Procedia CIRP 2024年 130卷 145-153页
作者: Bela H. Böhnke Aleksandr Eismont Clemens Zimmerling Luise Kärger Klemens Böhm Institute for Program Structures and Data Organization (IPD) Karlsruhe Institute of Technology (KIT) Karlsruhe Germany Institute of Vehicle System Technology - Lightweight Engineering (FAST-LB) Karlsruhe Institute of Technology (KIT) Karlsruhe Germany
In various industries, optimizing manufacturing parameters is vital for the efficient production of high-quality products. Traditional methods involve costly production trials and process tuning – particularly when d... 详细信息
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The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels
arXiv
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arXiv 2024年
作者: Kalinke, Florian Szabó, Zoltán Institute for Program Structures and Data Organization Karlsruhe Institute of Technology Karlsruhe Germany Department of Statistics London School of Economics London United Kingdom
Kernel techniques are among the most influential approaches in data science and statistics. Under mild conditions, the reproducing kernel Hilbert space associated to a kernel is capable of encoding the independence of... 详细信息
来源: 评论
Nyström M-Hilbert-Schmidt Independence Criterion
arXiv
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arXiv 2023年
作者: Kalinke, Florian Szabó, Zoltán Institute for Program Structures and Data Organization Karlsruhe Institute of Technology Karlsruhe Germany Department of Statistics London School of Economics London United Kingdom
Kernel techniques are among the most popular and powerful approaches of data science. Among the key features that make kernels ubiquitous are (i) the number of domains they have been designed for, (ii) the Hilbert str... 详细信息
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Finite-time analysis of globally nonstationary multi-armed bandits
The Journal of Machine Learning Research
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The Journal of Machine Learning Research 2024年 第1期25卷 5481-5536页
作者: Junpei Komiyama Edouard Fouché Junya Honda Stern School of Business New York University Institute for Program Structures and Data Organization Karlsruhe Institute of Technology Germany Department of Systems Science Graduate School of Informatics Kyoto University Japan Center for Advanced Intelligence Project RIKEN Japan
We consider nonstationary multi-armed bandit problems where the model parameters of the arms change over time. We introduce the adaptive resetting bandit (ADR-bandit), a bandit algorithm class that leverages adaptive ... 详细信息
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At your command! An empirical study on how laypersons teach robots new functions  14
At your command! An empirical study on how laypersons teach ...
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14th IEEE International Conference on Semantic Computing, ICSC 2020
作者: Weigelt, Sebastian Steurer, Vanessa Tichy, Walter F. Karlsruhe Institute of Technology Institute for Program Structures and Data Organization Karlsruhe Germany
Even though intelligent systems such as Siri or Google Assistant are enjoyable (and useful) dialog partners, users can only access predefined functionality. Enabling end-users to extend the functionality of intelligen... 详细信息
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Improving Traceability Link Recovery Using Fine-grained Requirements-to-Code Relations
Improving Traceability Link Recovery Using Fine-grained Requ...
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International Conference on Software Maintenance (ICSM)
作者: Tobias Hey Fei Chen Sebastian Weigelt Walter F. Tichy Karlsruhe Institute of Technology (KIT) Institute for Program Structures and Data Organization Karlsruhe Germany
Traceability information is a fundamental prerequisite for many essential software maintenance and evolution tasks, such as change impact and software reusability analyses. However, manually generating traceability in...
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At your command! an empirical study on how laypersons teach robots new functions
arXiv
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arXiv 2020年
作者: Weigelt, Sebastian Steurer, Vanessa Tichy, Walter F. Karlsruhe Institute of Technology Institute for Program Structures and Data Organization Karlsruhe Germany
Even though intelligent systems such as Siri or Google Assistant are enjoyable (and useful) dialog partners, users can only access predefined functionality. Enabling end-users to extend the functionality of intelligen... 详细信息
来源: 评论
At Your Command! An Empirical Study on How Laypersons Teach Robots New Functions
At Your Command! An Empirical Study on How Laypersons Teach ...
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International Conference on Semantic Computing
作者: Sebastian Weigelt Vanessa Steurer Walter F. Tichy Karlsruhe Institute of Technology Institute for Program Structures and Data Organization Karlsruhe Germany
Even though intelligent systems such as Siri or Google Assistant are enjoyable (and useful) dialog partners, users can only access predefined functionality. Enabling end-users to extend the functionality of intelligen... 详细信息
来源: 评论
Roger that! Learning How Laypersons Teach New Functions to Intelligent Systems
Roger that! Learning How Laypersons Teach New Functions to I...
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International Conference on Semantic Computing
作者: Sebastian Weigelt Vanessa Steurer Tobias Hey Walter F. Tichy Karlsruhe Institute of Technology Institute for Program Structures and Data Organization Karlsruhe Germany
Intelligent systems are rather smart today but still limited to built-in functionality. To break through this barrier, future systems must allow users to easily adapt the system by themselves. For humans the most natu... 详细信息
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