Fokkema, Hidde

1. Attribution-based Explanations that Provide Recourse Cannot be Robust
   2022/05/31 by Hidde Fokkema, Fokkema, Hidde, Rianne de Heide +3 · 2 voices · 3 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
2. The Risks of Recourse in Binary Classification
   2023/06/01 by Hidde Fokkema, Fokkema, Hidde, Damien Garreau +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Performative Validity of Recourse Explanations
   2025/06/18 by Gunnar König, Hidde Fokkema, König, Gunnar +7 · 3 citations
   Computer Science · Social Sciences · #Bayesian Modeling and Causal Inference #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Online Newton Method for Bandit Convex Optimisation
   2024/06/10 by Hidde Fokkema, Dirk van der Hoeven, Fokkema, Hidde +5 · 1 citation
   Decision Sciences · Computer Science · Engineering · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #Sparse and Compressive Sensing Techniques
5. Sample-efficient Learning of Concepts with Theoretical Guarantees: from Data to Concepts without Interventions
   2025/02/10 by Hidde Fokkema, Fokkema, Hidde, Tim van Erven +3 · 2 citations
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification