Samadi, Samira

1. Guarantees for Spectral Clustering with Fairness Constraints
   2019/01/24 by Kleindessner, Matthäus, Samadi, Samira, Awasthi, Pranjal +1 · 10 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. The Price of Fair PCA: One Extra Dimension
   2018/10/31 by Samira Samadi, Uthaipon Tantipongpipat, Samadi, Samira +7 · 5 citations
   Engineering · #ICT Impact and Policies
3. Sample Efficient Learning of Predictors that Complement Humans
   2022/07/19 by Mohammad-Amin Charusaie, Charusaie, Mohammad-Amin, Hussein Mozannar +5 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Challenging the Validity of Personality Tests for Large Language Models
   2023/11/09 by Tom Sühr, Sühr, Tom, Florian E. Dorner +5 · 7 citations
   Computer Science · Social Sciences · #91E45 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #H.1 #I.2 #I.6 #J.4 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. The Role of Learning Algorithms in Collective Action
   2024/05/10 by Omri Ben-Dov, Ben-Dov, Omri, Jake Fawkes +5 · 5 citations
   Computer Science · Decision Sciences · #Cognitive Science and Mapping #Complex Systems and Decision Making #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Position: Stop Evaluating AI with Human Tests, Develop Principled, AI-specific Tests instead
   2025/07/30 by Tom Sühr, Florian E. Dorner, Sühr, Tom +7 · 1 voice · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI)
7. Online Decision Deferral under Budget Constraints
   2024/09/30 by Reid, Mirabel, Tom Sühr, Sühr, Tom +4 · 2 citations
   Computer Science · Decision Sciences · #Auction Theory and Applications #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG)
8. Collective Counterfactual Explanations: Balancing Individual Goals and Collective Dynamics
   2024/02/07 by Ehyaei, Ahmad-Reza, Shirali, Ali, Samadi, Samira · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
9. A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
   2024/07/17 by Mohammad-Amin Charusaie, Samira Samadi, Charusaie, Mohammad-Amin +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification