Exploring Sketching And Randomization For Distributed Submodular And Coverage Optimization
Exploring Sketching And Randomization For Distributed Submodular And Coverage Optimization reveals several interesting facts.
- A wide variety of problems in machine learning, including exemplar clustering, document summarization, and sensor placement, ...
- Stefanie Jegelka, MIT https://simons.berkeley.edu/talks/andreas-krause-stefanie-jegelka-01-23-2017-1 Foundations of Machine ...
- Morteza Zadimoghaddam:
- A New Framework for Distributed Submodular Maximization
- ... we get larger values for larger sets what's interesting about these functions is that we can solve
In-Depth Information on Sketching And Randomization For Distributed Submodular And Coverage Optimization
Vahab Mirrokni, Google https://simons.berkeley.edu/talks/vahab-mirrokni-2016-11-17 Learning, Algorithm Design and Beyond ... This is Stefanie Jegelka's lecture on Authors: Mohammadhossein Bateni (Google); Hossein Esfandiari (Harvard University); Vahab Mirrokni (Google) More on ... In this paper, we introduce the public-private framework of data summarization motivated by privacy concerns in personalized ...
Niv Buchbinder, Tel Aviv University https://simons.berkeley.edu/talks/niv-buchbinder-09-13-17 Discrete
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