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Optimizing the Structure of Diffusion Networks: Theory and Algorithms
(Georgia Institute of Technology, 2014-04-09)
How can we optimize the topology of a networked system to make it resilient to flus or malware, or also conducive to the spread of information and multimedia?
Previous work on information diffusion has focused on modeling ...
Towards tighter integration of machine learning and discrete optimization
(Georgia Institute of Technology, 2019-03-28)
Discrete Optimization algorithms underlie intelligent decision-making in a wide variety of domains. From airline fleet scheduling to data center resource management and matching in ride-sharing services, decisions are often ...