Introduces adversarially replicable online learning, with sublinear-regret algorithms for linear optimization and experts, plus regret lower bounds.
Is ai leading to a reproducibility crisis in science? Nature, 624 0 (7990): 0 22--25, 2023
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Replicable Online Learning
Introduces adversarially replicable online learning, with sublinear-regret algorithms for linear optimization and experts, plus regret lower bounds.