Hartmut Maennel
- Deep Learning Through the Lens of Example Difficulty
2021/06/17 by Robert John Nicholas Baldock, Baldock, Robert J. N., Hartmut Maennel +3 · 12 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Gradient Descent Quantizes ReLU Network Features
2018/03/22 by Hartmut Maennel, Maennel, Hartmut, Olivier Bousquet +3 · 10 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- AI co-mathematician: Accelerating mathematicians with agentic AI
2026/05/07 by Daniel Zheng, Ingrid von Glehn, Yori Zwols +15 · 6 voices · 2 citations
#cs.AI
- Biomolecular dynamics with machine-learned quantum-mechanical force fields trained on diverse chemical fragments
2024/04/05 by Oliver T. Unke, Martin Stöhr, Stefan Ganscha +9 · 1 voice · 7 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Machine Learning in Materials Science #Protein Structure and Dynamics
- The Impact of Reinitialization on Generalization in Convolutional Neural Networks
2021/09/01 by Ibrahim Alabdulmohsin, Hartmut Maennel, Alabdulmohsin, Ibrahim +3 · 3 citations
Computer Science · #68T07 #68T45 #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)