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cs.AI2024
Factored space models: Towards causality between levels of abstraction
Scott Garrabrant, Matthias Georg Mayer, Magdalena Wache +3
Causality plays an important role in understanding intelligent behavior, and there is a wealth of literature on mathematical models for causality, most of which is focused on causa…
cs.SI2024
Fairness Through Controlled (Un)Awareness in Node Embeddings
Dennis Vetter, Jasper Forth, Gemma Roig +1
Graph representation learning is central for the application of machine learning (ML) models to complex graphs, such as social networks. Ensuring `fair' representations is essentia…