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A journey through AI and cognitive science

I’m Ikram Chraibi Kaadoud, an independant researcher in eXplainable AI (XAI), Trustworthy AI and Cognitive Science working in the field of Human-Centered XAI. This blog presents my research work. Any questions ? Reach out at "ikramchraibik[at]gmail.com" or "ikramchraibik[at]proton.me"

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Tag: Interpretability

Hierarchical representations in deep neural networks

Explainability in AI and interpretability in Machine learning are very active areas. However, one of the key concepts in these domains, namely the hierarchical latent representations of deep neural networks and their characteristics, is far from being simple to understand. I propose here a brief definition, extracted from a scientific article

Artificial Intelligence, Interpretability, Knowledge extraction, Machine Learning, Neural networks

Interpretability, bias, ethics and transparency: what is the relationship? (3/3)

Last updated: 30.10.2020 This article was originally published in french on the Scilog blog related to the magazine “Pour la … More

Biases, Ethics, Explainable AI, Interpretability, Transparency

Interpretability vs. explainability: Interpretability according to different approaches (2/3)

Last updated : 20.10.202 This article was originally published in french on the Scilog blog related to the magazine “Pour … More

Explainable AI, Interpretability, Knowledge extraction, Neural networks, Popularization

Interpretability vs. explainability: understanding vs. explaining one’s neural network (1/3)

Last updated: 28.08.2020 This article was originally published in french on the Scilog blog related to the magazine “Pour la … More

Artificial Intelligence, Deep Learning, Explainable AI, Interpretability, Machine Learning, Popularization

Any questions about my topics? Contact me: "ikramchraibik [at] gmail.com"

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