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05/02/2019
Submodular Streaming in All its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity
Streaming algorithms are generally judged by the quality of their soluti...
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02/15/2019
Adaptive Sequence Submodularity
In many machine learning applications, one needs to interactively select...
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06/07/2018
Data Summarization at Scale: A Two-Stage Submodular Approach
The sheer scale of modern datasets has resulted in a dire need for summa...
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02/26/2018