vix.ing · top · new · best · stats · spec

Karimi, Amir-Hossein

  1. Algorithmic Recourse: from Counterfactual Explanations to Interventions
    2020/02/14 by Amir-Hossein Karimi, Karimi, Amir-Hossein, Bernhard Schölkopf +3 · 21 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Imagining and building wise machines: The centrality of AI metacognition
    2024/11/04 by Samuel G. B. Johnson, Amir-Hossein Karimi, Johnson, Samuel G. B. +19 · 10 voices · 4 citations
    Computer Science · #Reinforcement Learning in Robotics #cs.AI #cs.CY #cs.HC
  3. Key-Value Memory Networks for Directly Reading Documents
    2016/06/09 by Miller, Alexander, Fisch, Adam, Dodge, Jesse +3 · 14 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. Model-Agnostic Counterfactual Explanations for Consequential Decisions
    2019/05/27 by Amir-Hossein Karimi, Gilles Barthe, Karimi, Amir-Hossein +5 · 18 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Adversarial Robustness in Machine Learning
  5. On the Adversarial Robustness of Causal Algorithmic Recourse
    2021/12/21 by Dominguez-Olmedo, Ricardo, Karimi, Amir-Hossein, Schölkopf, Bernhard · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. On the Fairness of Causal Algorithmic Recourse
    2020/10/13 by Julius von Kügelgen, Amir-Hossein Karimi, von Kügelgen, Julius +9 · 4 citations
    Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Psychology of Moral and Emotional Judgment
  7. A survey of algorithmic recourse: definitions, formulations, solutions,\n and prospects
    2020/10/08 by Amir-Hossein Karimi, Karimi, Amir-Hossein, Gilles Barthe +5 · 9 citations
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data
  8. Scaling Guarantees for Nearest Counterfactual Explanations
    2020/10/10 by Mohammadi, Kiarash, Karimi, Amir-Hossein, Barthe, Gilles +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)
  9. Robustness Implies Fairness in Causal Algorithmic Recourse
    2023/02/07 by Ehyaei, Ahmad-Reza, Karimi, Amir-Hossein, Schölkopf, Bernhard +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. On the Relationship Between Explanation and Prediction: A Causal View
    2022/12/13 by Karimi, Amir-Hossein, Muandet, Krikamol, Kornblith, Simon +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  11. JADE: Joint Autoencoders for Dis-Entanglement
    2017/11/24 by Ershad Banijamali, Banijamali, Ershad, Amir-Hossein Karimi +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)