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Amr Alkhatib

Postdoctoral Researcher
Örebro University
amr.alkhatib [at] oru [dot] se


About Me

I am a postdoc at the School of Science and Technology of Örebro University in Sweden.

My research focuses on Trustworthy Machine Learning, particularly in explainability, Conformal Prediction, and Graph Neural Networks. Additionally, I have hands-on experience with Natural Language Processing, Language Modeling, and Transformers.

News

Publications

  1. Prediction via Shapley Value Regression
    A. Alkhatib, R. Bresson, H. Boström & M. Vazirgiannis.
    The 42nd International Conference on Machine Learning (ICML), 2025.
    PDF Code
  2. Interpretable Graph Neural Networks for Tabular Data
    A. Alkhatib, S. Ennadir, H. Boström & M. Vazirgiannis.
    The 27th European Conference on Artificial Intelligence (ECAI), 2024.
    PDF Code
    [Previous version] presented at the DMLR workshop in ICLR 2024.

  3. Fast Approximation of Shapley Values with Limited Data
    A. Alkhatib & H. Boström.
    14th Scandinavian Conference on Artificial Intelligence (SCAI), 2024.
    PDF Code
  4. UnboundAttack : Generating Unbounded Adversarial Attacks to Graph Neural Networks
    S. Ennadir, A. Alkhatib, G. Nikolentzos, M. Vazirgiannis & H. Boström.
    12th International Conference on Complex Networks (CNA), 2023.
    PDF Slides
  5. Approximating Score-based Explanation Techniques Using Conformal Regression
    A. Alkhatib, H. Boström, S. Ennadir & U. Johansson.
    12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA), 2023.
    PDF Slides BibTex
  6. Conformalized Adversarial Attack Detection for Graph Neural Networks
    S. Ennadir, A. Alkhatib, H. Boström & M. Vazirgiannis.
    12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA), 2023.
    PDF Slides BibTex
  7. Explaining Predictions by Characteristic Rules
    A. Alkhatib, H. Boström & M. Vazirgiannis.
    The 19th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ECML PKDD, 2022.
    PDF Code BibTex

  8. Assessing Explanation Quality by Venn Prediction
    A. Alkhatib, H. Boström & U. Johansson.
    11th Symposium on Conformal and Probabilistic Prediction with Applications (COPA), 2022.
    PDF BibTex
  9. Emotional Tone Detection in Arabic Tweets
    A. Alkhatib & S. R. El-Beltagy.
    The 18th International Conference Computational Linguistics and Intelligent Text Processing (CICLing), 2017.
    PDF Dataset BibTex


Prior Industrial Experience

Services

Conference Reviewer

Journal Reviewer


I would like to thank Sofiane Ennadir for allowing me to copy the format of his website. This website is powered by Jekyll and Minimal Light theme.