Data Summarization at Scale: A Two-Stage Submodular Approach

Data Summarization at Scale: A Two-Stage Submodular Approach

7 June 2018

Morteza Zadimoghaddam

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Papers citing "Data Summarization at Scale: A Two-Stage Submodular Approach"

12 / 12 papers shown

Title
Practical Parallel Algorithms for Non-Monotone Submodular Maximization Shuang Cui Kai Han Jing Tang He Huang Xueying Li Aakas Zhiyuli Han Li 54 2 0 21 Aug 2023
Using Partial Monotonicity in Submodular Maximization Loay Mualem Moran Feldman 52 8 0 07 Feb 2022
Feature Cross Search via Submodular Optimization Lin Chen Hossein Esfandiari Gang Fu Vahab S. Mirrokni Qian-long Yu 51 6 0 05 Jul 2021
Partial Wasserstein Covering Keisuke Kawano Satoshi Koide Keisuke Otaki 80 3 0 02 Jun 2021
The Power of Subsampling in Submodular Maximization Christopher Harshaw Ehsan Kazemi Moran Feldman Amin Karbasi 92 7 0 06 Apr 2021
Submodular Meta-Learning Arman Adibi Aryan Mokhtari Hamed Hassani CLL 78 6 0 11 Jul 2020
Submodular Maximization Through Barrier Functions Ashwinkumar Badanidiyuru Amin Karbasi Ehsan Kazemi J. Vondrák 70 17 0 10 Feb 2020
Regularized Submodular Maximization at Scale Ehsan Kazemi Shervin Minaee Moran Feldman Amin Karbasi 56 36 0 10 Feb 2020
Streaming Submodular Maximization under a $k$ -Set System Constraint Ran Haba Ehsan Kazemi Moran Feldman Amin Karbasi 61 39 0 09 Feb 2020
Submodular Streaming in All its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity Ehsan Kazemi Marko Mitrovic Morteza Zadimoghaddam Silvio Lattanzi Amin Karbasi 74 91 0 02 May 2019
Adaptive Sequence Submodularity Marko Mitrovic Ehsan Kazemi Moran Feldman Andreas Krause Amin Karbasi 62 27 0 15 Feb 2019
Do Less, Get More: Streaming Submodular Maximization with Subsampling Moran Feldman Amin Karbasi Ehsan Kazemi 97 88 0 20 Feb 2018