Sketching And Randomization For Distributed Submodular And Coverage Optimization

Summary

Vahab Mirrokni, Google 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 ... Stefanie Jegelka, MIT simons.berkeley.edu/talks/andreas-krause-stefanie-jegelka-01-23-2017-1 Foundations of Machine ... Niv Buchbinder, Tel Aviv University simons.berkeley.edu/talks/niv-buchbinder-09-13-17 Discrete A wide variety of problems in machine learning, including exemplar clustering, document summarization, and sensor placement, ... Many problems in machine learning that involve discrete structures or subset selection may be phrased in the language of ... ... we get larger values for larger sets what's interesting about these functions is that we can solve IJCAI 2020 Tutorial Presented by Rishabh Iyer and Ganesh Ramakrishnan. Tutorial Website: ... Jeff Bilmes, University of Washington simons.berkeley.edu/talks/jeff-bilmes-02-17-2017 Interactive Learning. In this paper, we introduce the public-private framework of data summarization motivated by privacy concerns in personalized ...