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20142026
most citedThe Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

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stat.ML2024

On the Efficiency of ERM in Feature Learning

Ayoub El Hanchi, Chris J. Maddison, Murat A. Erdogdu

Given a collection of feature maps indexed by a set , we study the performance of empirical risk minimization (ERM) on regression problems with square loss over the un…