Weber, Maurice
- RedPajama: an Open Dataset for Training Large Language Models
2024/11/19 by Maurice Weber, Weber, Maurice, Daniel Fu +34 · 61 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- RAB: Provable Robustness Against Backdoor Attacks
2020/03/19 by Weber, Maurice, Xu, Xiaojun, Karlaš, Bojan +2 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Predicting Properties of Quantum Systems with Conditional Generative Models
2022/11/30 by Haoxiang Wang, Maurice Weber, Wang, Haoxiang +5 · 4 citations
Chemistry · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #History and advancements in chemistry #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- PennyLane: Automatic differentiation of hybrid quantum-classical computations
2018/11/12 by Ville Bergholm, Bergholm, Ville, Josh Izaac +133 · 1 citation
Computer Science · #Computational Physics (physics.comp-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- TSS: Transformation-Specific Smoothing for Robustness Certification
2020/02/27 by Linyi Li, Li, Linyi, Maurice Weber +13 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research
- Multilingual Language Model Pretraining using Machine-translated Data
2025/02/18 by Wang, Jiayi, Lu, Yao, Weber, Maurice +5 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Certifying Some Distributional Fairness with Subpopulation Decomposition
2022/05/31 by Kang, Mintong, Li, Linyi, Weber, Maurice +3 · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
2023/12/15 by Weber, Maurice, Siebenschuh, Carlo, Butler, Rory +8 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Observer Dependent Lossy Image Compression
2019/10/08 by Maurice Weber, Weber, Maurice, Cédric Renggli +5 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Multilingual Pretraining Using a Large Corpus Machine-Translated from a Single Source Language
2024/10/31 by Jiayi Wang, Yao Lu, Wang, Jiayi +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques