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, ...
- In this paper, we introduce the public-private framework of data summarization motivated by privacy concerns in personalized ...
- A New Framework for Distributed Submodular Maximization
- Niv Buchbinder, Tel Aviv University https://simons.berkeley.edu/talks/niv-buchbinder-09-13-17 Discrete
- Morteza Zadimoghaddam:
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 ... Authors: Mohammadhossein Bateni (Google); Hossein Esfandiari (Harvard University); Vahab Mirrokni (Google) More on ... This is Stefanie Jegelka's lecture on Stefanie Jegelka, MIT https://simons.berkeley.edu/talks/andreas-krause-stefanie-jegelka-01-23-2017-1 Foundations of Machine ...
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