281 citations · 1.3k across the 71 of their papers we have counts for
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math.ST2012★ 9 cited
The asymptotics of ranking algorithms
John C. Duchi, Lester Mackey, Michael I. Jordan
We consider the predictive problem of supervised ranking, where the task is to rank sets of candidate items returned in response to queries. Although there exist statistical proced…
math.PR2012★ 78 cited
Matrix concentration inequalities via the method of exchangeable pairs
Lester Mackey, Michael I. Jordan, Richard Y. Chen +2
This paper derives exponential concentration inequalities and polynomial moment inequalities for the spectral norm of a random matrix. The analysis requires a matrix extension of t…