Marius Hobbhahn
Apollo Instruments (United States)(US)
Publications by Year
Research Areas
Ethics and Social Impacts of AI, Topic Modeling, Natural Language Processing Techniques, Explainable Artificial Intelligence (XAI), Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Compute Trends Across Three Eras of Machine Learning(2022)276 cited
- → Will we run out of data? Limits of LLM scaling based on human-generated data(2022)76 cited
- → Black-Box Access is Insufficient for Rigorous AI Audits(2024)45 cited
- → Machine Learning Model Sizes and the Parameter Gap(2022)27 cited
- → Frontier Models are Capable of In-context Scheming(2024)17 cited
- → Fast Predictive Uncertainty for Classification with Bayesian Deep Networks(2020)9 cited
- → Large Language Models can Strategically Deceive their Users when Put Under Pressure(2023)6 cited
- → Flexible inference in heterogeneous and attributed multilayer networks(2024)4 cited
- → A Causal Framework for AI Regulation and Auditing(2024)3 cited