Till Speicher

1. Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
   2024/07/27 by Till Speicher, Mohammad Aflah Khan, Speicher, Till +13 · 4 citations
   Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Translation Studies and Practices
2. Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models
   2025/02/18 by Soumi Das, Camila Kolling, Das, Soumi +13 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. Measuring Representational Robustness of Neural Networks Through Shared Invariances
   2022/06/23 by Vedant Nanda, Till Speicher, Nanda, Vedant +9 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)