ELLIS Human-centric Machine Learning Workshop 2023


Interpretable-by-design Deep learning ALgorithms

Professor Plamen Angelov and Dr Dmitry Kangin attended online the annual ELLIS Human-centric Machine Learning Workshop 2023 on the 24th November. This workshop was held in Alicante, Spain.

Professor Angelov and Dr Oliver introduced the workshop. The aims of the workshop were to share an update on ELLIS, understand what each fellow is working on, explore ways to collaborate and brainstorm about upcoming AI regulation and “existential risks” of AI. They then presented a session on their work - IDEAL: Interpretable-by-design Deep learning ALgorithms.

The ELLIS HCML Program helps to ensure widespread benefits to, and acceptance from, the public by guaranteeing transparency, clear accountability, interpretability and fairness of the algorithmic decisions as well as being amenable to legal and technical certification, accountability and verifiability.

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