Regularized Submodular Maximization at Scale

Keyphrases

• Submodular Function 100%
• Submodular Maximization 100%
• Scalable Methods 66%
• Popular 33%
• Distributed Algorithms 33%
• Social Networks 33%
• Streaming Algorithms 33%
• Real-world Application 33%
• Probabilistic Model 33%
• Vertex Cover 33%
• Monotone Submodular Functions 33%
• MapReduce 33%
• Non-negativity 33%
• Cardinality Constraint 33%
• Submodularity 33%
• Data Summarization 33%
• Communication Complexity 33%
• Determinantal Point Processes 33%
• Memory Complexity 33%
• Correlated Distribution 33%
• Strongly Log-concave 33%
• Centralized Algorithm 33%
• Modular Functions 33%
• Log-concave Distributions 33%
• Negative Value 33%

Mathematics

• Cardinality 100%
• Real Life 100%
• Modular Function 100%
• Nonnegativity 100%
• Point Process 100%
• Negative Value 100%
• Representativeness 100%

Computer Science

• Scalable Method 100%
• Map-Reduce 50%
• Cardinality 50%
• Communication Complexity 50%
• Representativeness 50%
• Negative Value 50%
• Social Network 50%
• Distributed Algorithm 50%