Schweighofer, Kajetan

1. Rethinking Uncertainty Estimation in LLMs: A Principled Single-Sequence Measure
   2024/12/19 by Lukas Aichberger, Kajetan Schweighofer, Aichberger, Lukas +3 · 3 voices · 3 citations
   #cs.LG
2. Introducing an Improved Information-Theoretic Measure of Predictive Uncertainty
   2023/11/14 by Kajetan Schweighofer, Schweighofer, Kajetan, Lukas Aichberger +5 · 5 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
3. A Dataset Perspective on Offline Reinforcement Learning
   2021/11/08 by Schweighofer, Kajetan, Radler, Andreas, Dinu, Marius-Constantin +5 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Quantification of Uncertainty with Adversarial Models
   2023/07/06 by Schweighofer, Kajetan, Aichberger, Lukas, Ielanskyi, Mykyta +2 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. On Information-Theoretic Measures of Predictive Uncertainty
   2024/10/14 by Kajetan Schweighofer, Lukas Aichberger, Schweighofer, Kajetan +5 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical and Computational Modeling
6. Improving Uncertainty Estimation through Semantically Diverse Language Generation
   2024/06/06 by Lukas Aichberger, Aichberger, Lukas, Kajetan Schweighofer +5 · 5 citations
   Computer Science · #Topic Modeling
7. The Disparate Benefits of Deep Ensembles
   2024/10/17 by Kajetan Schweighofer, Adrián Arnaiz-Rodríguez, Schweighofer, Kajetan +5 · 1 citation
   Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence