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Online Control in Population Dynamics
The study of population dynamics originated with early sociological works but has since extended into many fields, including biology, epidemiology, evolutionary game theory, and economics.
Second Order Methods for Bandit Optimization and Control
We show that our algorithm achieves optimal (in terms of horizon) regret bounds for a large class of convex functions that we call $\kappa$-convex.
Partial Matrix Completion
This work establishes a new framework of partial matrix completion, where the goal is to identify a large subset of the entries that can be completed with high confidence.
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