199 citations · 208 across the 10 of their papers we have counts for
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cs.LG2020★ 3 cited
Continuity of Generalized Entropy and Statistical Learning
Aolin Xu
We study the continuity property of the generalized entropy as a function of the underlying probability distribution, defined with an action space and a loss function, and use this…
cs.LG2020★ 1 cited
Minimum Excess Risk in Bayesian Learning
Aolin Xu, Maxim Raginsky
We analyze the best achievable performance of Bayesian learning under generative models by defining and upper-bounding the minimum excess risk (MER): the gap between the minimum ex…