subgradient
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A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families
Brian Axelrod, Ilias Diakonikolas, Alistair Stewart, Anastasios Sidiropoulos, Gregory Valiant
Neural Information Processing Systems http://nips.cc/
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AnovelvariationalformoftheSchatten-pquasi-norm
Clearly, due to nonconvexity, the task of finding a minimizer of (1) canbequite challenging andpotentially limits what canbeguaranteed theoretically about solving problems with form(1).
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