Nikolas Kougioulis
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  • Beyond Prediction: Why Causality Matters

    And what your ML models are missing

    22 min read   ·   December 31, 2025

    2025   ·   causality,   causal-ML,   predictive-models   ·   Comments

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  • Glove80: Keyboard Endgame?

    It truly fits like a glove.

    14 min read   ·   June 05, 2025

    2025   ·   glove80,   split-keyboard,   review

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  • Gradient Wars - Reparametrization vs REINFORCE

    A ride through gradient estimators

    6 min read   ·   January 03, 2025

    2025   ·   VAEs   gradient-estimation   reparametrization-trick   reinforce   ·   Comments

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  • First post

    1 min read   ·   December 28, 2024

    2024

Watercolored phoenix drawing