Leander Weber

1. Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations
   2022/11/22 by Alexander Binder, Binder, Alexander, Leander Weber +9 · 3 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
2. Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test
   2024/01/12 by Anna Karin Hedström, Hedström, Anna, Leander Weber +5 · 2 citations
   Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Credit Risk and Financial Regulations #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Methodology (stat.ME)
3. A Fresh Look at Sanity Checks for Saliency Maps
   2024/05/03 by Anna Karin Hedström, Hedström, Anna, Leander Weber +5 · 2 citations
   Computer Science · Psychology · Engineering · #Visual Attention and Saliency Detection #Color perception and design #Design Education and Practice
4. Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI
   2022/05/04 by Sami Ede, Serop Baghdadlian, Ede, Sami +7 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications