🏢 International School of Advanced Studies (SISSA)
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
·1816 words·9 mins·
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Machine Learning
Deep Learning
🏢 International School of Advanced Studies (SISSA)
Neural networks learn efficiently from higher-order correlations, exceeding the capabilities of random features, as demonstrated through hypothesis tests and novel theoretical analysis in high-dimensi…