5 citations · 31 across the 19 of their papers we have counts for
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cs.IT2018
The Price of Uncertain Priors in Source Coding
Mark Braverman, Brendan Juba
We consider the problem of one-way communication when the recipient does not know exactly the distribution that the messages are drawn from, but has a "prior" distribution that is…
cs.AI2018
Polynomial-time probabilistic reasoning with partial observations via implicit learning in probability logics
Brendan Juba
Standard approaches to probabilistic reasoning require that one possesses an explicit model of the distribution in question. But, the empirical learning of models of probability di…
cs.LG2018★ 1 cited
Conditional Linear Regression
Diego Calderon, Brendan Juba, Sirui Li +2
Work in machine learning and statistics commonly focuses on building models that capture the vast majority of data, possibly ignoring a segment of the population as outliers. Howev…