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istepka/README.md

Hi! I'm Ignacy Stępka, a Computer Science student at Poznan University of Technology in Poland, majoring in AI.

My passion lies in ensuring trustworthiness and explainability of AI models in various real-world use cases. I'm actively involved both in foundational research and applied engineering within this fascinating field.

Links to where you can find me:
LinkedIn: https://linkedin.com/in/ignacy-stepka/
Personal Website: https://ignacystepka.com
Google Scholar: https://scholar.google.com/citations?user=EEq1zd0AAAAJ

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  1. MCSECE MCSECE Public

    A Multi-Criteria Approach for Selecting an Explanation From the Set of Counterfactuals Produced by an Ensemble of Explainers

    Python 2

  2. betarce betarce Public

    Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model Change -- to appear at KDD'25

    Jupyter Notebook

  3. intelligent-spotify-queue-builder intelligent-spotify-queue-builder Public

    Build queues with song recommendations to a queried track based on its vibes and energy.

    Python 1 1

  4. rswc/gaze-controlled-cursor rswc/gaze-controlled-cursor Public

    Attempts to estimate point on screen user is looking at form webcam input. Made as part of Intel's AI 4 Youth program.

    Python 3 1

  5. autonlab/bn-sat-verification autonlab/bn-sat-verification Public

    Formal Verifications of Bayesian Network Classifiers

    Jupyter Notebook 2