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Bilal Chughtai
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bilal-chughtai.github.io
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Independent ML Researcher | Cambridge MMath
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Do neural networks learn 'universal' solutions or idiosyncratic ones? We find inherent randomness. Models consistently learn group composition via an interpretable, representation theory (!) based algorithm. Yet they even skip simple reps for complex
by Bilal Chughtai
A Toy Model of Universality: Reverse Engineering How Networks Learn Group Operations
by Bilal Chughtai
