基本信息
浏览量:2410
职业迁徙
个人简介
My research focuses on developing robustness guarantees for different aspects of machine learning pipelines, including robustness against data poisoning attacks, semantic transformations and distributional shifts. Next to my theoretical work I am extremely excited about the interplay between data quality and large language models. I am also a firm believer in open-source AI, where I am fortunate to have been able to contribute to the RedPajama-1T dataset.
研究兴趣
论文共 106 篇作者统计合作学者相似作者
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CoRR (2023): 1311-1328
Maurice Weber, Carlo Siebenschuh,Rory M. Butler, Anton Alexandrov, Valdemar R. Thanner, Georgios Tsolakis,Haris Jabbar,Ian Foster,Bo Li,Rick Stevens,Ce Zhang
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023) (2023)
引用0浏览0EI引用
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Nicolas Langer,Maurice Weber,Bruno Hebling Vieira,Dawid Strzelczyk,Lukas Wolf,Andreas Pedroni,Jonathan Heitz,Stephan Müller,Christoph Schultheiss,Marius Tröndle,Juan Carlos Arango Lasprilla,Diego Rivera,Federica Scarpina,Qianhua Zhao, Rico Leuthold,Flavia Wehrle,Oskar G. Jenni,Peter Brugger,Tino Zaehle,Romy Lorenz,Ce Zhang
bioRxiv (Cold Spring Harbor Laboratory) (2022)
International Conference on Machine Learningpp.23527-23548, (2022)
arXiv (Cornell University) (2022)
Conference on Innovative Data Systems Research (2021)
引用6浏览0引用
6
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作者统计
#Papers: 106
#Citation: 9330
H-Index: 34
G-Index: 86
Sociability: 9
Diversity: 3
Activity: 20
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