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Introduction
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Classroom Contents
Recent Results on Maximizing Submodular Functions
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- 1 Introduction
- 2 Definition
- 3 Decreasing Marginals
- 4 Modular Functions
- 5 Optimization
- 6 Value Oracle Model
- 7 Unconstrained vs Unconstrained
- 8 Submodular functions
- 9 Directed case
- 10 History
- 11 Greedy
- 12 Algorithm
- 13 Main Observation
- 14 Analysis
- 15 Randomization
- 16 Relaxations
- 17 MultiLinear Extension
- 18 Constraints
- 19 Continuous Greedy
- 20 Modular Welfare Problem
- 21 Continuous Greedy Algorithm
