2 problems
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Failure of weak admissibility of ERM in random design
Let be the sample size, let be a function class, and let be a probability distribution. Under the paper's random-design setting, write for empi…
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Optimality of the ERM error bound with upper isometry remainder
Let be the sample size, let be a function class, and let be a probability distribution. Write for the empirical risk minimizer,…