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 ...
- Niv Buchbinder, Tel Aviv University https://simons.berkeley.edu/talks/niv-buchbinder-09-13-17 Discrete
- A New Framework for Distributed Submodular Maximization
- Intro ...
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 ... Stefanie Jegelka, MIT https://simons.berkeley.edu/talks/andreas-krause-stefanie-jegelka-01-23-2017-1 Foundations of Machine ...
Many problems in machine learning that involve discrete structures or subset selection may be phrased in the language of ...
Stay tuned for more updates related to Sketching And Randomization For Distributed Submodular And Coverage Optimization.