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lucapantea/README.md

Hey there 👋

I'm Luca, and I'm currently a MSc Student in Artificial Intelligence at the University of Amsterdam. My research interests revolve around graph algorithms and representational learning 🌐, but I am also interested in recommender systems 🎯, reinforcement learning 🕹️, generative modelling 🪸 and AI4Sicence 🧬.

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  1. LightGCN LightGCN Public

    In this work, we aim to not only reproduce the LightGCN paper, but also close the research gap by coming up with additional experiments and evaluation methods to see how different variants of Light…

    Python 4

  2. ToGePi ToGePi Public

    Forked from gerardPlanella/LSPE-EGNN

    Investigating the extent to which structural encodings in geometric methods contribute in capturing topological information and developing a generic framework (ToGePi) to inject topological and geo…

    Python

  3. FACT-AI FACT-AI Public

    Forked from Dawlau/FACT-AI

    Reproducibility report for "CrossWalk: Fairness-enhanced Node Representation Learning" - Investigating the original claims, code refactoring, ablation study, visualisations and a proposed enhancement.

    Python

  4. active-learning active-learning Public

    Human in the Loop Machine Learning project on Active Learning

    Shell

  5. research-project research-project Public

    Bachelor Thesis on Dynamic User Preferences in Recommendation Systems using Deep Reinforcement Learning

    Python 1

  6. Deep-Learning Deep-Learning Public

    Deep Learning Assignments at UvA

    Python 1