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- W3216201070 abstract "Generalization error captures the degree to which the output of a learning algorithm overfits the training data. We obtain a family of bounds which generalize the bounds developed by Xu & Raginsky (2017) and Bu, Zou and Veeravalli (2019), under certain assumptions. Our bounds are based on the Rényi analogue of the Donsker-Varadhan representation of Kullback-Leibler divergence. We also obtain bounds on the probability of generalization error which recover the bounds of Esposito, Gastpar and Issa (2020). We also give a multiplicative lower bound on the expected true loss for a 0-1 loss function." @default.
- W3216201070 created "2021-12-06" @default.
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- W3216201070 date "2021-10-17" @default.
- W3216201070 modified "2023-09-25" @default.
- W3216201070 title "Rényi Divergence Based Bounds on Generalization Error" @default.
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- W3216201070 doi "https://doi.org/10.1109/itw48936.2021.9611387" @default.
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