| Document Date: 2013-04-28 17:52:02
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Company DPPs / Huntsman / / Country United States / / / Facility Information Science University of Pennsylvania / / IndustryTerm continuous algorithms / integral solutions / symmetric greedy algorithm / constant-factor algorithms / greedy algorithms / then round fractional solutions / greedy algorithm / local search / approximate solution / final solution / online training / dot product / simulated annealing algorithms / healthcare / image search / submodular maximization algorithm / conditional gradient algorithm / valid integral solution / pre-processing / / Organization National Science Foundation / University of Pennsylvania / DPP MAP / / Person Alex Kulesza Ben Taskar / U. Feige / V / / PoliticalEvent Republican primary / / Position same author / politician / representative / Secretary / / PublishedMedium Lecture Notes in Computer Science / / Technology constant-factor algorithms / log-submodular / greedy algorithms / proposed algorithm / 4 Algorithm / Accelerated Sequential Algorithm / simulated annealing algorithms / Continuous Greedy Algorithm / Secretary Algorithms / existing algorithms / machine learning / symmetric greedy algorithm / viral marketing / FrankWolfe algorithm / conditional gradient algorithm / submodular maximization algorithm / hence greedy algorithms / / URL http /
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Near-Optimal MAP Inference for Determinantal Point Processes Jennifer Gillenwater Alex Kulesza Ben Taskar Computer and Information Science University of Pennsylvania {jengi,kulesza,taskar}@cis.upenn.edu