Unveiling AI: Exploring Neural Networks and the Journey Towards Interpretability
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In this invited talk, we introduced the fundamentals of interpretability in neural networks, aiming to make the topic accessible to university students new to the field. We explored why interpretability is essential, discussed key methods for analyzing neural networks, and highlighted how these insights can pave the way for impactful research. The session aimed to inspire and equip students with the knowledge to embark on their AI research journey.