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Bilal Chughtai
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Independent ML Researcher | Cambridge MMath
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Feb 15, 2023
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
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Bilal Chughtai
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Feb 6, 2023
A Toy Model of Universality: Reverse Engineering How Networks Learn Group Operations
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Bilal Chughtai
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Neel Nanda (at ICLR)
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