Marko Mitrovic
5 papers · 2017–2019 · 3 venues · across top CS/AI venues
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Keywords
data summarization
(3)
approximation algorithm
(2)
submodular maximization
(2)
streaming algorithm
(2)
submodular optimization
(2)
cardinality constraint
(1)
sequence optimization
(1)
distributed algorithm
(1)
approximation guarantee
(1)
memory footprint
(1)
recommender system
(1)
submodular function
(1)
privacy-preserving algorithm
(1)
matroid constraint
(1)
diminishing return
(1)
approximation ratio
(1)
sequence selection
(1)
adaptive greedy
(1)
sequence recommendation
(1)
differential privacy
(1)
Papers
Adaptive Sequence Submodularity
NeurIPS 2019
Submodular Streaming in All Its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity
ICML 2019
Data Summarization at Scale: A Two-Stage Submodular Approach
ICML 2018
Submodularity on Hypergraphs: From Sets to Sequences
AISTATS 2018
Differentially Private Submodular Maximization: Data Summarization in Disguise
ICML 2017