Huber, Tobias

1. Interfacing a quantum dot with a spontaneous parametric down-conversion source
   2017/06/29 by Huber, Tobias, Prilmüller, Maximilian, Sehner, Michael +3 · 2 citations
   #FOS: Physical sciences #Quantum Physics (quant-ph)
2. GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations
   2023/02/24 by Huber, Tobias, Demmler, Maximilian, Mertes, Silvan +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents
   2021/01/18 by Tobias Huber, Huber, Tobias, Benedikt Limmer +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
4. Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems
   2022/07/19 by Mertes, Silvan, Karle, Christina, Huber, Tobias +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
5. Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers
   2024/05/08 by Silvan Mertes, Tobias Huber, Mertes, Silvan +11 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification