435 citations · 1.7k across the 22 of their papers we have counts for
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stat.ML2016
Restricted Strong Convexity Implies Weak Submodularity
Ethan R. Elenberg, Rajiv Khanna, Alexandros G. Dimakis +1
We connect high-dimensional subset selection and submodular maximization. Our results extend the work of Das and Kempe (2011) from the setting of linear regression to arbitrary obj…
stat.ML2016
Super-resolution estimation of cyclic arrival rates
Ningyuan Chen, Donald K. K. Lee, Sahand Negahban
Exploiting the fact that most arrival processes exhibit cyclic behaviour, we propose a simple procedure for estimating the intensity of a nonhomogeneous Poisson process. The estima…