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Vasilis Gkolemis
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Vasilis Gkolemis
@givasile1
Explainable AI | Uncertainty Quantification | PhD Student @ HUA | Research Assistant @ ATHENA RC
Athens, Greece
givasile.github.io
Joined December 2019
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  • user avatar
    Vasilis Gkolemis
    @givasile1
    Apr 27
    Check our new @aistats_conf paper: Fast & Robust Simulation-Based Inference with Optimization Monte Carlo TL;DR: importance sampling with proposals centered on high-posterior regions via gradient descent. The simplicity of ABC, without the curse of dimensionality. 🧵
  • user avatar
    Vasilis Gkolemis
    @givasile1
    Apr 1, 2025
    📌 [Effector](github.com/givasile/effec…) keeps evolving and is now integrated into the AIDAPT-EU project as the main explainability package. 📌 Learn more about it, in this Medium post: [Effector on Medium](medium.com/@ntipakos/effe…)
    user avatar
    AI-DAPT
    @AI_DAPT
    Mar 27, 2025
    EFFECTOR—AI-DAPT’s framework for interpretable AI ✅ Global & regional effects to understand model decisions ✅ Seamless integration with popular ML libraries ✅ Faster, deeper insights for tabular data ai-dapt.eu/effector/ ⭐ the project on GitHub: github.com/givasile/effec…
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  • user avatar
    Vasilis Gkolemis
    @givasile1
    Apr 10, 2024
    🌟 Excited to announce the release of Effector 🌟 🚀a Python package for global and regional explanations on tabular data. 🚀 if you find it useful, please star the repo github.com/givasile/effec… @cdiou , @Theodore_D, @entoutsi, @GiuCasalicchio , @JuliaHerbinger , @BBischl
  • user avatar
    Vasilis Gkolemis
    @givasile1
    Dec 6, 2023
    Very good opportunity for anyone interested in XAI!
    user avatar
    Giuseppe Casalicchio
    @GiuCasalicchio
    Dec 4, 2023
    Passionate about diving into the world of Interpretable Machine Learning and Explainable AI for a PhD at @LMU_Muenchen? Apply now! 🎓 @XAI_Research #PhD #XAI #MachineLearning #Statistics #ExplainableAI #DataScience #InterpretableML job-portal.lmu.de/jobposting/09f…
  • user avatar
    Vasilis Gkolemis
    @givasile1
    Oct 2, 2023
    With @yifanji24618785 at the poster session. Stop by to discuss our works!
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