Zhioua, Sami

1. Survey on Causal-based Machine Learning Fairness Notions
   2020/10/19 by Makhlouf, Karima, Zhioua, Sami, Palamidessi, Catuscia · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. On the Impact of Multi-dimensional Local Differential Privacy on Fairness
   2023/12/07 by Karima Makhlouf, Héber H. Arcolezi, Makhlouf, Karima +7 · 3 citations
   Computer Science · Social Sciences · #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
3. Causal Discovery for Fairness
   2022/06/14 by Rūta Binkytė-Sadauskienė, Binkytė-Sadauskienė, Rūta, Karima Makhlouf +7 · 2 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Qualitative Comparative Analysis Research
4. Survey on Fairness Notions and Related Tensions
   2022/09/16 by Alves, Guilherme, Bernier, Fabien, Couceiro, Miguel +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Shedding light on underrepresentation and Sampling Bias in machine learning
   2023/06/08 by Sami Zhioua, Zhioua, Sami, Rūta Binkytė +1 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)